Sebastian Pokutta

238 papers A* 39A 12B 8C 1Misc 1Journal 166Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Beyond Static Instruction: A Multi-agent AI Framework for Adaptive Augmented Reality Robot Training. HRI Companion Nicolas Leins, Jana Gonnermann-Müller, Malte Teichmann, Sebastian Pokutta
2026	J	`jnl`	Beyond Static Instruction: A Multi-agent AI Framework for Adaptive Augmented Reality Robot Training. CoRR Nicolas Leins, Jana Gonnermann-Müller, Malte Teichmann, Sebastian Pokutta
2026	J	`jnl`	ECHOSAT: Estimating Canopy Height Over Space And Time. CoRR Jan Pauls, Karsten Schrödter, Sven Ligensa, Martin Schwartz, Berkant Turan, Max Zimmer, Sassan Saatchi, Sebastian Pokutta, Philippe Ciais, Fabian Gieseke
2026	J	`jnl`	FACET: Multi-Agent AI Supporting Teachers in Scaling Differentiated Learning for Diverse Students. CoRR Jana Gonnermann-Müller, Jennifer Haase, Nicolas Leins, Moritz Igel, Konstantin Fackeldey, Sebastian Pokutta
2026	J	`jnl`	From Associations to Activations: Comparing Behavioral and Hidden-State Semantic Geometry in LLMs. CoRR Louis Schiekiera, Max Zimmer, Christophe Roux, Sebastian Pokutta, Fritz Günther
2026	J	`jnl`	Investigating the Influence of Spatial Ability in Augmented Reality-assisted Robot Programming. CoRR Nicolas Leins, Jana Gonnermann-Müller, Malte Teichmann, Sebastian Pokutta
2026	—	`conf`	It's Not Just the Prompt: Model Choice Dominates LLM Creative Output. CHI Extended Abstracts Jennifer Haase, Jana Gonnermann-Müller, Paul H. P. Hanel, Nicolas Leins, Thomas Kosch, Jan Mendling, Sebastian Pokutta
2026	—	`conf`	Maintaining Stable Personas? Examining Temporal Stability in LLM-Based Human Simulation. CHI Extended Abstracts Jana Gonnermann-Müller, Jennifer Haase, Nicolas Leins, Thomas Kosch, Sebastian Pokutta
2026	J	`jnl`	Norm-induced cuts: outer approximation for Lipschitzian constraint functions. J. Glob. Optim. Adrian Göß, Alexander Martin, Sebastian Pokutta, Kartikey Sharma
2026	J	`jnl`	Stable Personas: Dual-Assessment of Temporal Stability in LLM-Based Human Simulation. CoRR Jana Gonnermann-Müller, Jennifer Haase, Nicolas Leins, Thomas Kosch, Sebastian Pokutta
2026	J	`jnl`	Tensor Decomposition for Non-Clifford Gate Minimization. CoRR Kirill Khoruzhii, Patrick Gelß, Sebastian Pokutta
2026	J	`jnl`	The Agentic Researcher: A Practical Guide to AI-Assisted Research in Mathematics and Machine Learning. CoRR Max Zimmer, Nico Pelleriti, Christophe Roux, Sebastian Pokutta
2026	J	`jnl`	The four-color Ramsey multiplicity of triangles. J. Comb. Theory B Aldo Kiem, Sebastian Pokutta, Christoph Spiegel
2026	J	`jnl`	When Does Sparsity Mitigate the Curse of Depth in LLMs. CoRR Dilxat Muhtar, Xinyuan Song, Sebastian Pokutta, Max Zimmer, Nico Pelleriti, Thomas Hofmann, Shiwei Liu
2026	J	`jnl`	Within-Model vs Between-Prompt Variability in Large Language Models for Creative Tasks. CoRR Jennifer Haase, Jana Gonnermann-Müller, Paul H. P. Hanel, Nicolas Leins, Thomas Kosch, Jan Mendling, Sebastian Pokutta
2025	J	`jnl`	A Free Lunch in LLM Compression: Revisiting Retraining after Pruning. CoRR Moritz Wagner, Christophe Roux, Max Zimmer, Sebastian Pokutta
2025	A	`conf`	Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties. AISTATS David Martínez-Rubio, Christophe Roux, Christopher Criscitiello, Sebastian Pokutta
2025	J	`jnl`	Accelerated affine-invariant convergence rates of the Frank-Wolfe algorithm with open-loop step-sizes. Math. Program. Elias Samuel Wirth, Javier Peña, Sebastian Pokutta
2025	J	`jnl`	An efficient first-order conditional gradient algorithm in data-driven sparse identification of nonlinear dynamics to solve sparse recovery problems under noise. J. Comput. Appl. Math. Alejandro Carderera, Sebastian Pokutta, Christof Schütte, Martin Weiser
2025	A*	`conf`	Approximating Latent Manifolds in Neural Networks via Vanishing Ideals. ICML Nico Pelleriti, Max Zimmer, Elias Samuel Wirth, Sebastian Pokutta
2025	J	`jnl`	Approximating Latent Manifolds in Neural Networks via Vanishing Ideals. CoRR Nico Pelleriti, Max Zimmer, Elias Samuel Wirth, Sebastian Pokutta
2025	J	`jnl`	Beyond Short Steps in Frank-Wolfe Algorithms. CoRR David Martínez-Rubio, Sebastian Pokutta
2025	J	`jnl`	Beyond Static Responses: Multi-Agent LLM Systems as a New Paradigm for Social Science Research. CoRR Jennifer Haase, Sebastian Pokutta
2025	A*	`conf`	Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation. ICML Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Fabian Gieseke
2025	J	`jnl`	Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation. CoRR Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Fabian Gieseke
2025	J	`jnl`	Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms. CoRR Hiroshi Kera, Nico Pelleriti, Yuki Ishihara, Max Zimmer, Sebastian Pokutta
2025	J	`jnl`	Convex mixed-integer optimization with Frank-Wolfe methods. Math. Program. Comput. Deborah Hendrych, Hannah Troppens, Mathieu Besançon, Sebastian Pokutta
2025	J	`jnl`	Correction: Accelerated affine-invariant convergence rates of the Frank-Wolfe algorithm with open-loop step-sizes. Math. Program. Elias Samuel Wirth, Javier Peña, Sebastian Pokutta
2025	J	`jnl`	Don't Be Greedy, Just Relax! Pruning LLMs via Frank-Wolfe. CoRR Christophe Roux, Max Zimmer, Alexandre d'Aspremont, Sebastian Pokutta
2025	J	`jnl`	FACET: Teacher-Centred LLM-Based Multi-Agent Systems-Towards Personalized Educational Worksheets. CoRR Jana Gonnermann-Müller, Jennifer Haase, Konstantin Fackeldey, Sebastian Pokutta
2025	J	`jnl`	Faster Algorithms for Structured Matrix Multiplication via Flip Graph Search. CoRR Kirill Khoruzhii, Patrick Gelß, Sebastian Pokutta
2025	A*	`conf`	GSE: Group-wise Sparse and Explainable Adversarial Attacks. ICLR Shpresim Sadiku, Moritz Wagner, Sebastian Pokutta
2025	J	`jnl`	Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability. CoRR Jennifer Haase, Paul H. P. Hanel, Sebastian Pokutta
2025	A*	`conf`	Implicit Riemannian Optimism with Applications to Min-Max Problems. ICML Christophe Roux, David Martínez-Rubio, Sebastian Pokutta
2025	J	`jnl`	Implicit Riemannian Optimism with Applications to Min-Max Problems. CoRR Christophe Roux, David Martínez-Rubio, Sebastian Pokutta
2025	J	`jnl`	Improved Algorithms and Novel Applications of the FrankWolfe.jl Library. ACM Trans. Math. Softw. Mathieu Besançon, Sébastien Designolle, Jannis Halbey, Deborah Hendrych, Dominik Kuzinowicz, Sebastian Pokutta, Hannah Troppens, Daniel Viladrich Herrmannsdoerfer, Elias Samuel Wirth
2025	J	`jnl`	Improved algorithms and novel applications of the FrankWolfe.jl library. CoRR Mathieu Besançon, Sébastien Designolle, Jannis Halbey, Deborah Hendrych, Dominik Kuzinowicz, Sebastian Pokutta, Hannah Troppens, Daniel Viladrich Herrmannsdoerfer, Elias Samuel Wirth
2025	J	`jnl`	Linear Convergence of the Frank-Wolfe Algorithm over Product Polytopes. CoRR Gabriele Iommazzo, David Martínez-Rubio, Francisco Criado, Elias Samuel Wirth, Sebastian Pokutta
2025	B	`conf`	Mixed-Integer Optimization for Loopless Flux Distributions in Metabolic Networks. SEA Hannah Troppens, Mathieu Besançon, St. Elmo Wilken, Sebastian Pokutta
2025	J	`jnl`	Neural Concept Verifier: Scaling Prover-Verifier Games via Concept Encodings. CoRR Berkant Turan, Suhrab Asadulla, David Steinmann, Wolfgang Stammer, Sebastian Pokutta
2025	A*	`conf`	Neural Discovery in Mathematics: Do Machines Dream of Colored Planes? ICML Konrad Mundinger, Max Zimmer, Aldo Kiem, Christoph Spiegel, Sebastian Pokutta
2025	J	`jnl`	Neural Discovery in Mathematics: Do Machines Dream of Colored Planes? CoRR Konrad Mundinger, Max Zimmer, Aldo Kiem, Christoph Spiegel, Sebastian Pokutta
2025	J	`jnl`	Neural Sum-of-Squares: Certifying the Nonnegativity of Polynomials with Transformers. CoRR Nico Pelleriti, Christoph Spiegel, Shiwei Liu, David Martínez-Rubio, Max Zimmer, Sebastian Pokutta
2025	J	`jnl`	New Ramsey Multiplicity Bounds and Search Heuristics. Found. Comput. Math. Olaf Parczyk, Sebastian Pokutta, Christoph Spiegel, Tibor Szabó
2025	A*	`conf`	On the Byzantine-Resilience of Distillation-Based Federated Learning. ICLR Christophe Roux, Max Zimmer, Sebastian Pokutta
2025	J	`jnl`	RECON: Robust symmetry discovery via Explicit Canonical Orientation Normalization. CoRR Alonso Urbano, David W. Romero, Max Zimmer, Sebastian Pokutta
2025	A	`conf`	S-CFE: Simple Counterfactual Explanations. AISTATS Shpresim Sadiku, Moritz Wagner, Sai Ganesh Nagarajan, Sebastian Pokutta
2025	J	`jnl`	S-DAT: A Multilingual, GenAI-Driven Framework for Automated Divergent Thinking Assessment. CoRR Jennifer Haase, Paul H. P. Hanel, Sebastian Pokutta
2025	J	`jnl`	Scalable DC Optimization via Adaptive Frank-Wolfe Algorithms. CoRR Sebastian Pokutta
2025	A*	`conf`	Secant Line Search for Frank-Wolfe Algorithms. ICML Deborah Hendrych, Sebastian Pokutta, Mathieu Besançon, David Martínez-Rubio
2025	J	`jnl`	SparseSwaps: Tractable LLM Pruning Mask Refinement at Scale. CoRR Max Zimmer, Christophe Roux, Moritz Wagner, Deborah Hendrych, Sebastian Pokutta
2025	J	`jnl`	Splitting the Conditional Gradient Algorithm. SIAM J. Optim. Zev Woodstock, Sebastian Pokutta
2025	J	`jnl`	Sustainability via LLM Right-sizing. CoRR Jennifer Haase, Finn Klessascheck, Jan Mendling, Sebastian Pokutta
2025	A	`conf`	The Pivoting Framework: Frank-Wolfe Algorithms with Active Set Size Control. AISTATS Mathieu Besançon, Sebastian Pokutta, Elias Samuel Wirth
2025	J	`jnl`	Training on Plausible Counterfactuals Removes Spurious Correlations. CoRR Shpresim Sadiku, Kartikeya Chitranshi, Hiroshi Kera, Sebastian Pokutta
2024	A*	`conf`	Convergence and Trade-Offs in Riemannian Gradient Descent and Riemannian Proximal Point. ICML David Martínez-Rubio, Christophe Roux, Sebastian Pokutta
2024	J	`jnl`	Corrections to "Lower Bounds on the Oracle Complexity of Nonsmooth Convex Optimization via Information Theory". IEEE Trans. Inf. Theory Gábor Braun, Cristóbal Guzmán, Sebastian Pokutta
2024	A*	`conf`	Estimating Canopy Height at Scale. ICML Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke
2024	J	`jnl`	Estimating Canopy Height at Scale. CoRR Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke
2024	J	`jnl`	Human-AI Co-Creativity: Exploring Synergies Across Levels of Creative Collaboration. CoRR Jennifer Haase, Sebastian Pokutta
2024	A	`conf`	Interpretability Guarantees with Merlin-Arthur Classifiers. AISTATS Stephan Wäldchen, Kartikey Sharma, Berkant Turan, Max Zimmer, Sebastian Pokutta
2024	J	`jnl`	Kissing Polytopes. SIAM J. Discret. Math. Antoine Deza, Shmuel Onn, Sebastian Pokutta, Lionel Pournin
2024	J	`jnl`	Neural Parameter Regression for Explicit Representations of PDE Solution Operators. CoRR Konrad Mundinger, Max Zimmer, Sebastian Pokutta
2024	J	`jnl`	On the Byzantine-Resilience of Distillation-Based Federated Learning. CoRR Christophe Roux, Max Zimmer, Sebastian Pokutta
2024	J	`jnl`	S-CFE: Simple Counterfactual Explanations. CoRR Shpresim Sadiku, Moritz Wagner, Sai Ganesh Nagarajan, Sebastian Pokutta
2024	J	`jnl`	Scalable Frank-Wolfe on Generalized Self-Concordant Functions via Simple Steps. SIAM J. Optim. Alejandro Carderera, Mathieu Besançon, Sebastian Pokutta
2024	B	`conf`	Solving the Optimal Experiment Design Problem with Mixed-Integer Convex Methods. SEA Deborah Hendrych, Mathieu Besançon, Sebastian Pokutta
2024	A*	`conf`	Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging. ICLR Max Zimmer, Christoph Spiegel, Sebastian Pokutta
2024	J	`jnl`	The Good, the Bad and the Ugly: Watermarks, Transferable Attacks and Adversarial Defenses. CoRR Grzegorz Gluch, Berkant Turan, Sai Ganesh Nagarajan, Sebastian Pokutta
2024	J	`jnl`	The complexity of geometric scaling. Oper. Res. Lett. Antoine Deza, Sebastian Pokutta, Lionel Pournin
2023	J	`jnl`	Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties. CoRR David Martínez-Rubio, Christophe Roux, Christopher Criscitiello, Sebastian Pokutta
2023	A*	`conf`	Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties. COLT David Martínez-Rubio, Sebastian Pokutta
2023	A*	`conf`	Accelerated and Sparse Algorithms for Approximate Personalized PageRank and Beyond. COLT David Martínez-Rubio, Elias Samuel Wirth, Sebastian Pokutta
2023	A	`conf`	Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes. AISTATS Elias Samuel Wirth, Thomas Kerdreux, Sebastian Pokutta
2023	A*	`conf`	Approximate Vanishing Ideal Computations at Scale. ICLR Elias Samuel Wirth, Hiroshi Kera, Sebastian Pokutta
2023	J	`jnl`	Data-Driven Distributionally Robust Optimization over Time. INFORMS J. Optim. Kevin-Martin Aigner, Andreas Bärmann, Kristin Braun, Frauke Liers, Sebastian Pokutta, Oskar Schneider, Kartikey Sharma, Sebastian Tschuppik
2023	A*	`conf`	Fully Computer-Assisted Proofs in Extremal Combinatorics. AAAI Olaf Parczyk, Sebastian Pokutta, Christoph Spiegel, Tibor Szabó
2023	J	`jnl`	Group-wise Sparse and Explainable Adversarial Attacks. CoRR Shpresim Sadiku, Moritz Wagner, Sebastian Pokutta
2023	A*	`conf`	How I Learned to Stop Worrying and Love Retraining. ICLR Max Zimmer, Christoph Spiegel, Sebastian Pokutta
2023	A*	`conf`	Learning Cuts via Enumeration Oracles. NeurIPS Daniel Thuerck, Boro Sofranac, Marc E. Pfetsch, Sebastian Pokutta
2023	J	`jnl`	Minimizing a Low-Dimensional Convex Function Over a High-Dimensional Cube. SIAM J. Optim. Christoph Hunkenschröder, Sebastian Pokutta, Robert Weismantel
2023	B	`conf`	Online Learning for Scheduling MIP Heuristics. CPAIOR Antonia Chmiela, Ambros M. Gleixner, Pawel Lichocki, Sebastian Pokutta
2023	J	`jnl`	Online Learning for Scheduling MIP Heuristics. CoRR Antonia Chmiela, Ambros M. Gleixner, Pawel Lichocki, Sebastian Pokutta
2023	J	`jnl`	PERP: Rethinking the Prune-Retrain Paradigm in the Era of LLMs. CoRR Max Zimmer, Megi Andoni, Christoph Spiegel, Sebastian Pokutta
2023	J	`jnl`	Principled deep neural network training through linear programming. Discret. Optim. Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta
2023	J	`jnl`	Revisiting the approximate Carathéodory problem via the Frank-Wolfe algorithm. Math. Program. Cyrille W. Combettes, Sebastian Pokutta
2023	J	`jnl`	Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging. CoRR Max Zimmer, Christoph Spiegel, Sebastian Pokutta
2022	J	`jnl`	Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties. CoRR David Martínez-Rubio, Sebastian Pokutta
2022	J	`jnl`	Accelerating domain propagation: An efficient GPU-parallel algorithm over sparse matrices. Parallel Comput. Boro Sofranac, Ambros M. Gleixner, Sebastian Pokutta
2022	J	`jnl`	An algorithm-independent measure of progress for linear constraint propagation. Constraints An Int. J. Boro Sofranac, Ambros M. Gleixner, Sebastian Pokutta
2022	J	`jnl`	Approximate Vanishing Ideal Computations at Scale. CoRR Elias Samuel Wirth, Hiroshi Kera, Sebastian Pokutta
2022	J	`jnl`	Compression-aware Training of Neural Networks using Frank-Wolfe. CoRR Max Zimmer, Christoph Spiegel, Sebastian Pokutta
2022	A	`conf`	Conditional Gradients for the Approximately Vanishing Ideal. AISTATS Elias Samuel Wirth, Sebastian Pokutta
2022	J	`jnl`	Conditional Gradients for the Approximately Vanishing Ideal. CoRR Elias Samuel Wirth, Sebastian Pokutta
2022	J	`jnl`	Convex integer optimization with Frank-Wolfe methods. CoRR Deborah Hendrych, Hannah Troppens, Mathieu Besançon, Sebastian Pokutta
2022	A*	`conf`	Fast Algorithms for Packing Proportional Fairness and its Dual. NeurIPS Francisco Criado, David Martínez-Rubio, Sebastian Pokutta
2022	J	`jnl`	FrankWolfe.jl: A High-Performance and Flexible Toolbox for Frank-Wolfe Algorithms and Conditional Gradients. INFORMS J. Comput. Mathieu Besançon, Alejandro Carderera, Sebastian Pokutta
2022	A*	`conf`	Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings. ICML Jan MacDonald, Mathieu Besançon, Sebastian Pokutta
2022	J	`jnl`	Merlin-Arthur Classifiers: Formal Interpretability with Interactive Black Boxes. CoRR Stephan Wäldchen, Kartikey Sharma, Max Zimmer, Sebastian Pokutta
2022	J	`jnl`	New limits of treewidth-based tractability in optimization. Math. Program. Yuri Faenza, Gonzalo Muñoz, Sebastian Pokutta
2022	J	`jnl`	Optimizing a low-dimensional convex function over a high-dimensional cube. CoRR Christoph Hunkenschröder, Sebastian Pokutta, Robert Weismantel
2022	A*	`conf`	Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding. ICML Kazuma Tsuji, Ken'ichiro Tanaka, Sebastian Pokutta
2022	J	`jnl`	Restarting Frank-Wolfe: Faster Rates under Hölderian Error Bounds. J. Optim. Theory Appl. Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
2022	J	`jnl`	The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights. CoRR Maxime Gasse, Quentin Cappart, Jonas Charfreitag, Laurent Charlin, Didier Chételat, Antonia Chmiela, Justin Dumouchelle, Ambros M. Gleixner, Aleksandr M. Kazachkov, Elias B. Khalil, Pawel Lichocki, Andrea Lodi, Miles Lubin, Chris J. Maddison, Christopher Morris, Dimitri J. Papageorgiou, Augustin Parjadis, Sebastian Pokutta, Antoine Prouvost, Lara Scavuzzo, Giulia Zarpellon, Linxin Yang, Sha Lai, Akang Wang, Xiaodong Luo, Xiang Zhou, Haohan Huang, Sheng Cheng Shao, Yuanming Zhu, Dong Zhang, Tao Quan, Zixuan Cao, Yang Xu, Zhewei Huang, Shuchang Zhou, Binbin Chen, Minggui He, Hao Hao, Zhiyu Zhang, Zhiwu An, Kun Mao
2022	J	`jnl`	Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks. Frontiers Artif. Intell. Tabea Kossen, Manuel A. Hirzel, Vince I. Madai, Franziska Boenisch, Anja Hennemuth, Kristian Hildebrand, Sebastian Pokutta, Kartikey Sharma, Adam Hilbert, Jan Sobesky, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey
2022	A*	`conf`	Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four. ICML Stephan Wäldchen, Sebastian Pokutta, Felix Huber
2022	J	`jnl`	Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four. CoRR Stephan Wäldchen, Felix Huber, Sebastian Pokutta
2021	J	`jnl`	Adversaries in Online Learning Revisited: with applications in Robust Optimization and Adversarial training. CoRR Sebastian Pokutta, Huan Xu
2021	A	`conf`	An Algorithm-Independent Measure of Progress for Linear Constraint Propagation. CP Boro Sofranac, Ambros M. Gleixner, Sebastian Pokutta
2021	J	`jnl`	Complexity of Linear Minimization and Projection on Some Sets. CoRR Cyrille W. Combettes, Sebastian Pokutta
2021	J	`jnl`	Complexity of linear minimization and projection on some sets. Oper. Res. Lett. Cyrille W. Combettes, Sebastian Pokutta
2021	J	`jnl`	Efficient Online-Bandit Strategies for Minimax Learning Problems. CoRR Christophe Roux, Elias Samuel Wirth, Sebastian Pokutta, Thomas Kerdreux
2021	J	`jnl`	How I Learned to Stop Worrying and Love Retraining. CoRR Max Zimmer, Christoph Spiegel, Sebastian Pokutta
2021	J	`jnl`	Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings. CoRR Jan MacDonald, Mathieu Besançon, Sebastian Pokutta
2021	A*	`conf`	Learning to Schedule Heuristics in Branch and Bound. NeurIPS Antonia Chmiela, Elias B. Khalil, Ambros M. Gleixner, Andrea Lodi, Sebastian Pokutta
2021	J	`jnl`	Learning to Schedule Heuristics in Branch-and-Bound. CoRR Antonia Chmiela, Elias B. Khalil, Ambros M. Gleixner, Andrea Lodi, Sebastian Pokutta
2021	J	`jnl`	Linear Bandits on Uniformly Convex Sets. CoRR Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta
2021	J	`jnl`	Linear Bandits on Uniformly Convex Sets. J. Mach. Learn. Res. Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta
2021	J	`jnl`	Local and Global Uniform Convexity Conditions. CoRR Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
2021	A*	`conf`	Parameter-free Locally Accelerated Conditional Gradients. ICML Alejandro Carderera, Jelena Diakonikolas, Cheuk Yin Lin, Sebastian Pokutta
2021	J	`jnl`	Parameter-free Locally Accelerated Conditional Gradients. CoRR Alejandro Carderera, Jelena Diakonikolas, Cheuk Yin Lin, Sebastian Pokutta
2021	A	`conf`	Projection-Free Optimization on Uniformly Convex Sets. AISTATS Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
2021	A*	`conf`	Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions. NeurIPS Alejandro Carderera, Mathieu Besançon, Sebastian Pokutta
2021	J	`jnl`	Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions. CoRR Alejandro Carderera, Mathieu Besançon, Sebastian Pokutta
2021	J	`jnl`	Structured Robust Submodular Maximization: Offline and Online Algorithms. INFORMS J. Comput. Alfredo Torrico, Mohit Singh, Sebastian Pokutta, Nika Haghtalab, Joseph (Seffi) Naor, Nima Anari
2021	—	`conf`	The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights. NeurIPS (Competition and Demos) Maxime Gasse, Simon Bowly, Quentin Cappart, Jonas Charfreitag, Laurent Charlin, Didier Chételat, Antonia Chmiela, Justin Dumouchelle, Ambros M. Gleixner, Aleksandr M. Kazachkov, Elias B. Khalil, Pawel Lichocki, Andrea Lodi, Miles Lubin, Chris J. Maddison, Christopher Morris, Dimitri J. Papageorgiou, Augustin Parjadis, Sebastian Pokutta, Antoine Prouvost, Lara Scavuzzo, Giulia Zarpellon, Linxin Yang, Sha Lai, Akang Wang, Xiaodong Luo, Xiang Zhou, Haohan Huang, Sheng Cheng Shao, Yuanming Zhu, Dong Zhang, Tao Quan, Zixuan Cao, Yang Xu, Zhewei Huang, Shuchang Zhou, Binbin Chen, Minggui He, Hao Hao, Zhiyu Zhang, Zhiwu An, Kun Mao
2020	—	`conf`	Accelerating Domain Propagation: An Efficient GPU-Parallel Algorithm over Sparse Matrices. IA3@SC Boro Sofranac, Ambros M. Gleixner, Sebastian Pokutta
2020	J	`jnl`	Accelerating Domain Propagation: an Efficient GPU-Parallel Algorithm over Sparse Matrices. CoRR Boro Sofranac, Ambros M. Gleixner, Sebastian Pokutta
2020	A*	`conf`	Boosting Frank-Wolfe by Chasing Gradients. ICML Cyrille W. Combettes, Sebastian Pokutta
2020	J	`jnl`	Boosting Frank-Wolfe by Chasing Gradients. CoRR Cyrille W. Combettes, Sebastian Pokutta
2020	J	`jnl`	Deep Neural Network Training with Frank-Wolfe. CoRR Sebastian Pokutta, Christoph Spiegel, Max Zimmer
2020	A*	`conf`	IPBoost - Non-Convex Boosting via Integer Programming. ICML Marc E. Pfetsch, Sebastian Pokutta
2020	J	`jnl`	IPBoost - Non-Convex Boosting via Integer Programming. CoRR Marc E. Pfetsch, Sebastian Pokutta
2020	A	`conf`	Locally Accelerated Conditional Gradients. AISTATS Jelena Diakonikolas, Alejandro Carderera, Sebastian Pokutta
2020	A*	`conf`	On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy Adapts to Sharpness. ICML Sebastian Pokutta, Mohit Singh, Alfredo Torrico
2020	J	`jnl`	On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy Adapts to Sharpness. CoRR Alfredo Torrico, Mohit Singh, Sebastian Pokutta
2020	J	`jnl`	Projection-Free Adaptive Gradients for Large-Scale Optimization. CoRR Cyrille W. Combettes, Christoph Spiegel, Sebastian Pokutta
2020	B	`conf`	Restarting Algorithms: Sometimes There Is Free Lunch. CPAIOR Sebastian Pokutta
2020	J	`jnl`	Second-order Conditional Gradients. CoRR Alejandro Carderera, Sebastian Pokutta
2020	A*	`conf`	Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization. NeurIPS Hassan Mortagy, Swati Gupta, Sebastian Pokutta
2020	J	`jnl`	Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization. CoRR Hassan Mortagy, Swati Gupta, Sebastian Pokutta
2019	J	`jnl`	Affine reductions for LPs and SDPs. Math. Program. Gábor Braun, Sebastian Pokutta, Daniel Zink
2019	A*	`conf`	Blended Conditonal Gradients. ICML Gábor Braun, Sebastian Pokutta, Dan Tu, Stephen J. Wright
2019	A*	`conf`	Blended Matching Pursuit. NeurIPS Cyrille W. Combettes, Sebastian Pokutta
2019	J	`jnl`	Blended Matching Pursuit. CoRR Cyrille W. Combettes, Sebastian Pokutta
2019	J	`jnl`	Lazifying Conditional Gradient Algorithms. J. Mach. Learn. Res. Gábor Braun, Sebastian Pokutta, Daniel Zink
2019	J	`jnl`	Locally Accelerated Conditional Gradients. CoRR Alejandro Carderera, Jelena Diakonikolas, Sebastian Pokutta
2019	J	`jnl`	No Small Linear Program Approximates Vertex Cover Within a Factor 2 - Math. Oper. Res. Abbas Bazzi, Samuel Fiorini, Sebastian Pokutta, Ola Svensson
2019	A	`conf`	Restarting Frank-Wolfe. AISTATS Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
2019	J	`jnl`	Revisiting the Approximate Carathéodory Problem via the Frank-Wolfe Algorithm. CoRR Cyrille W. Combettes, Sebastian Pokutta
2019	A	`conf`	Structured Robust Submodular Maximization: Offline and Online Algorithms. AISTATS Nima Anari, Nika Haghtalab, Seffi Naor, Sebastian Pokutta, Mohit Singh, Alfredo Torrico
2018	J	`jnl`	Aggregation-based cutting-planes for packing and covering integer programs. Math. Program. Merve Bodur, Alberto Del Pia, Santanu S. Dey, Marco Molinaro, Sebastian Pokutta
2018	J	`jnl`	An Online-Learning Approach to Inverse Optimization. CoRR Andreas Bärmann, Alexander Martin, Sebastian Pokutta, Oskar Schneider
2018	J	`jnl`	Blended Conditional Gradients: the unconditioning of conditional gradients. CoRR Gábor Braun, Sebastian Pokutta, Dan Tu, Stephen J. Wright
2018	Misc	`conf`	Continuous simulation Optimization with Model mismatch using Gaussian Process Regression. WSC Alireza Inanlouganji, Giulia Pedrielli, Georgios Fainekos, Sebastian Pokutta
2018	J	`jnl`	Detecting almost symmetries of graphs. Math. Program. Comput. Ben Knueven, Jim Ostrowski, Sebastian Pokutta
2018	J	`jnl`	Efficient algorithms for robust submodular maximization under matroid constraints. CoRR Sebastian Pokutta, Mohit Singh, Alfredo Torrico
2018	J	`jnl`	Limits of Treewidth-based tractability in Optimization. CoRR Yuri Faenza, Gonzalo Muñoz, Sebastian Pokutta
2018	J	`jnl`	On the effect of model mismatch for sequential Info-Greedy Sensing. EURASIP J. Adv. Signal Process. Ruiyang Song, Yao Xie, Sebastian Pokutta
2018	J	`jnl`	Principled Deep Neural Network Training through Linear Programming. CoRR Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta
2018	J	`jnl`	Solving MIPs via scaling-based augmentation. Discret. Optim. Pierre Le Bodic, Jeffrey William Pavelka, Marc E. Pfetsch, Sebastian Pokutta
2018	J	`jnl`	Strong reductions for extended formulations. Math. Program. Gábor Braun, Sebastian Pokutta, Aurko Roy
2017	J	`jnl`	Approximation and online algorithms for multidimensional bin packing: A survey. Comput. Sci. Rev. Henrik I. Christensen, Arindam Khan, Sebastian Pokutta, Prasad Tetali
2017	A*	`conf`	Conditional Accelerated Lazy Stochastic Gradient Descent. ICML Guanghui Lan, Sebastian Pokutta, Yi Zhou, Daniel Zink
2017	J	`jnl`	Conditional Accelerated Lazy Stochastic Gradient Descent. CoRR Guanghui Lan, Sebastian Pokutta, Yi Zhou, Daniel Zink
2017	A*	`conf`	Emulating the Expert: Inverse Optimization through Online Learning. ICML Andreas Bärmann, Sebastian Pokutta, Oskar Schneider
2017	J	`jnl`	Erratum to: Polyhedral approximation of ellipsoidal uncertainty sets via extended formulations: a computational case study. Comput. Manag. Sci. Andreas Bärmann, Andreas Heidt, Alexander Martin, Sebastian Pokutta, Christoph Thurner
2017	J	`jnl`	Hierarchical Clustering via Spreading Metrics. J. Mach. Learn. Res. Aurko Roy, Sebastian Pokutta
2017	J	`jnl`	Information-theoretic approximations of the nonnegative rank. Comput. Complex. Gábor Braun, Rahul Jain, Troy Lee, Sebastian Pokutta
2017	A*	`conf`	Lazifying Conditional Gradient Algorithms. ICML Gábor Braun, Sebastian Pokutta, Daniel Zink
2017	J	`jnl`	Lower Bounds on the Oracle Complexity of Nonsmooth Convex Optimization via Information Theory. IEEE Trans. Inf. Theory Gábor Braun, Cristóbal Guzmán, Sebastian Pokutta
2017	—	`conf`	Modulation recognition using side information and hybrid learning. DySPAN Keerthi Suria Kumar Arumugam, Ishaque Ashar Kadampot, Mehrdad Tahmasbi, Shaswat Shah, Matthieu R. Bloch, Sebastian Pokutta
2017	J	`jnl`	Pricing and clearing combinatorial markets with singleton and swap orders. Math. Methods Oper. Res. Johannes C. Müller, Sebastian Pokutta, Alexander Martin, Susanne Pape, Andrea Peter, Thomas Winter
2017	—	`conf`	Reinforcement Learning under Model Mismatch. NIPS Aurko Roy, Huan Xu, Sebastian Pokutta
2017	J	`jnl`	Reinforcement Learning under Model Mismatch. CoRR Aurko Roy, Huan Xu, Sebastian Pokutta
2017	J	`jnl`	Robust Submodular Maximization: Offline and Online Algorithms. CoRR Nima Anari, Nika Haghtalab, Joseph Naor, Sebastian Pokutta, Mohit Singh, Alfredo Torrico
2017	J	`jnl`	The matching problem has no small symmetric SDP. Math. Program. Gábor Braun, Jonah Brown-Cohen, Arefin Huq, Sebastian Pokutta, Prasad Raghavendra, Aurko Roy, Benjamin Weitz, Daniel Zink
2016	J	`jnl`	A Polyhedral Characterization of Border Bases. SIAM J. Discret. Math. Gábor Braun, Sebastian Pokutta
2016	J	`jnl`	An efficient high-probability algorithm for Linear Bandits. CoRR Gábor Braun, Sebastian Pokutta
2016	J	`jnl`	Average case polyhedral complexity of the maximum stable set problem. Math. Program. Gábor Braun, Samuel Fiorini, Sebastian Pokutta
2016	J	`jnl`	Common Information and Unique Disjointness. Algorithmica Gábor Braun, Sebastian Pokutta
2016	—	`conf`	Hierarchical Clustering via Spreading Metrics. NIPS Aurko Roy, Sebastian Pokutta
2016	J	`jnl`	Hierarchical Clustering via Spreading Metrics. CoRR Aurko Roy, Sebastian Pokutta
2016	J	`jnl`	Lazifying Conditional Gradient Algorithms. CoRR Gábor Braun, Sebastian Pokutta, Daniel Zink
2016	J	`jnl`	Polyhedral approximation of ellipsoidal uncertainty sets via extended formulations: a computational case study. Comput. Manag. Sci. Andreas Bärmann, Andreas Heidt, Alexander Martin, Sebastian Pokutta, Christoph Thurner
2016	B	`conf`	Strong Reductions for Extended Formulations. IPCO Gábor Braun, Sebastian Pokutta, Aurko Roy
2016	A*	`conf`	The matching problem has no small symmetric SDP. SODA Gábor Braun, Jonah Brown-Cohen, Arefin Huq, Sebastian Pokutta, Prasad Raghavendra, Aurko Roy, Benjamin Weitz, Daniel Zink
2016	J	`jnl`	Toward a Science of Autonomy for Physical Systems: Transportation. CoRR Daniel Lee, Sebastian Pokutta
2015	J	`jnl`	An information diffusion Fano inequality. CoRR Gábor Braun, Sebastian Pokutta
2015	J	`jnl`	Approximation Limits of Linear Programs (Beyond Hierarchies). Math. Oper. Res. Gábor Braun, Samuel Fiorini, Sebastian Pokutta, David Steurer
2015	J	`jnl`	Exponential Lower Bounds for Polytopes in Combinatorial Optimization. J. ACM Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf
2015	A*	`conf`	Inapproximability of Combinatorial Problems via Small LPs and SDPs. STOC Gábor Braun, Sebastian Pokutta, Daniel Zink
2015	J	`jnl`	Info-Greedy Sequential Adaptive Compressed Sensing. IEEE J. Sel. Top. Signal Process. Gábor Braun, Sebastian Pokutta, Yao Xie
2015	—	`conf`	Information theory and polyhedral combinatorics. Allerton Sebastian Pokutta
2015	A*	`conf`	No Small Linear Program Approximates Vertex Cover within a Factor 2 - e. FOCS Abbas Bazzi, Samuel Fiorini, Sebastian Pokutta, Ola Svensson
2015	J	`jnl`	No Small Linear Program Approximates Vertex Cover within a Factor 2-ε. CoRR Abbas Bazzi, Samuel Fiorini, Sebastian Pokutta, Ola Svensson
2015	J	`jnl`	On the existence of 0/1 polytopes with high semidefinite extension complexity. Math. Program. Jop Briët, Daniel Dadush, Sebastian Pokutta
2015	J	`jnl`	Sequential Information Guided Sensing. CoRR Ruiyang Song, Yao Xie, Sebastian Pokutta
2015	J	`jnl`	Sequential Sensing with Model Mismatch. CoRR Ruiyang Song, Yao Xie, Sebastian Pokutta
2015	B	`conf`	Sequential sensing with model mismatch. ISIT Ruiyang Song, Yao Xie, Sebastian Pokutta
2015	J	`jnl`	Strong reductions for extended formulations. CoRR Gábor Braun, Sebastian Pokutta, Aurko Roy
2015	J	`jnl`	The Matching Problem Has No Fully Polynomial Size Linear Programming Relaxation Schemes. IEEE Trans. Inf. Theory Gábor Braun, Sebastian Pokutta
2015	A*	`conf`	The matching polytope does not admit fully-polynomial size relaxation schemes. SODA Gábor Braun, Sebastian Pokutta
2015	J	`jnl`	The matching problem has no small symmetric SDP. CoRR Gábor Braun, Jonah Brown-Cohen, Arefin Huq, Sebastian Pokutta, Prasad Raghavendra, Aurko Roy, Benjamin Weitz, Daniel Zink
2014	J	`jnl`	A short proof for the polyhedrality of the Chvátal-Gomory closure of a compact convex set. Oper. Res. Lett. Gábor Braun, Sebastian Pokutta
2014	—	`conf`	Average Case Polyhedral Complexity of the Maximum Stable Set Problem. APPROX-RANDOM Gábor Braun, Samuel Fiorini, Sebastian Pokutta
2014	J	`jnl`	Design and verify: a new scheme for generating cutting-planes. Math. Program. Santanu S. Dey, Sebastian Pokutta
2014	J	`jnl`	Info-Greedy sequential adaptive compressed sensing. CoRR Gábor Braun, Sebastian Pokutta, Yao Xie
2014	—	`conf`	Info-greedy sequential adaptive compressed sensing. Allerton Gábor Braun, Sebastian Pokutta, Yao Xie
2014	J	`jnl`	LP and SDP inapproximability of combinatorial problems. CoRR Gábor Braun, Sebastian Pokutta, Daniel Zink
2014	J	`jnl`	Lower Bounds on the Oracle Complexity of Nonsmooth Convex Optimization via Information Theory. CoRR Gábor Braun, Cristóbal Guzmán, Sebastian Pokutta
2014	J	`jnl`	Strict linear prices in non-convex European day-ahead electricity markets. Optim. Methods Softw. Alexander Martin, Johannes C. Müller, Sebastian Pokutta
2014	J	`jnl`	Symmetry-exploiting cuts for a class of mixed-0/1 second-order cone programs. Discret. Optim. Sarah Drewes, Sebastian Pokutta
2014	J	`jnl`	The matching polytope does not admit fully-polynomial size relaxation schemes. CoRR Gábor Braun, Sebastian Pokutta
2013	J	`jnl`	A note on the extension complexity of the knapsack polytope. Oper. Res. Lett. Sebastian Pokutta, Mathieu Van Vyve
2013	J	`jnl`	Average case polyhedral complexity of the maximum stable set problem. CoRR Gábor Braun, Samuel Fiorini, Sebastian Pokutta
2013	A*	`conf`	Common Information and Unique Disjointness. FOCS Gábor Braun, Sebastian Pokutta
2013	J	`jnl`	Common information and unique disjointness. Electron. Colloquium Comput. Complex. Gábor Braun, Sebastian Pokutta
2013	J	`jnl`	Information-theoretic approximations of the nonnegative rank. Electron. Colloquium Comput. Complex. Gábor Braun, Rahul Jain, Troy Lee, Sebastian Pokutta
2013	A	`conf`	On the Existence of 0/1 Polytopes with High Semidefinite Extension Complexity. ESA Jop Briët, Daniel Dadush, Sebastian Pokutta
2013	J	`jnl`	On the existence of 0/1 polytopes with high semidefinite extension complexity CoRR Jop Briët, Daniel Dadush, Sebastian Pokutta
2012	J	`jnl`	A short proof for the polyhedrality of the Chvátal--Gomory closure of a compact convex set CoRR Gábor Braun, Sebastian Pokutta
2012	C	`conf`	An Algebraic Approach to Symmetric Extended Formulations. ISCO Gábor Braun, Sebastian Pokutta
2012	J	`jnl`	An algebraic approach to symmetric extended formulations CoRR Gábor Braun, Sebastian Pokutta
2012	J	`jnl`	Approximation Limits of Linear Programs (Beyond Hierarchies) CoRR Gábor Braun, Samuel Fiorini, Sebastian Pokutta, David Steurer
2012	A*	`conf`	Approximation Limits of Linear Programs (Beyond Hierarchies). FOCS Gábor Braun, Samuel Fiorini, Sebastian Pokutta, David Steurer
2012	A*	`conf`	Linear vs. semidefinite extended formulations: exponential separation and strong lower bounds. STOC Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf
2011	B	`conf`	Design and Verify: A New Scheme for Generating Cutting-Planes. IPCO Santanu S. Dey, Sebastian Pokutta
2011	J	`jnl`	Integer-empty polytopes in the 0/1-cube with maximal Gomory-Chvátal rank. Oper. Res. Lett. Sebastian Pokutta, Andreas S. Schulz
2011	J	`jnl`	Linear vs. Semidefinite Extended Formulations: Exponential Separation and Strong Lower Bounds CoRR Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf
2011	J	`jnl`	Lower bounds for the Chvátal-Gomory rank in the 0/1 cube. Oper. Res. Lett. Sebastian Pokutta, Gautier Stauffer
2011	J	`jnl`	On the membership problem for the {0, 1/2}-closure. Oper. Res. Lett. Adam N. Letchford, Sebastian Pokutta, Andreas S. Schulz
2011	J	`jnl`	Random half-integral polytopes. Oper. Res. Lett. Gábor Braun, Sebastian Pokutta
2010	J	`jnl`	Cutting-planes for weakly-coupled 0/1 second order cone programs. Electron. Notes Discret. Math. Sarah Drewes, Sebastian Pokutta
2010	B	`conf`	On the Rank of Cutting-Plane Proof Systems. IPCO Sebastian Pokutta, Andreas S. Schulz
2010	J	`jnl`	Rank of random half-integral polytopes - extended abstract -. Electron. Notes Discret. Math. Gábor Braun, Sebastian Pokutta
2009	J	`jnl`	Approximate computation of zero-dimensional polynomial ideals. J. Symb. Comput. Daniel Heldt, Martin Kreuzer, Sebastian Pokutta, Hennie Poulisse
2009	J	`jnl`	France Telecom workforce scheduling problem: a challenge. RAIRO Oper. Res. Sebastian Pokutta, Gautier Stauffer