Francesco Quinzan

37 papers A* 3A 7Journal 23Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis. CoRR Haroui Ma, Francesco Quinzan, Theresa Willem, Stefan Bauer
2025	J	`jnl`	Double Machine Learning Based Structure Identification from Temporal Data. Trans. Mach. Learn. Res. Emmanouil Angelis, Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Stefan Bauer
2025	J	`jnl`	Double Machine Learning for Conditional Moment Restrictions: IV Regression, Proximal Causal Learning and Beyond. CoRR Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska
2025	J	`jnl`	Doubly Robust Alignment for Large Language Models. CoRR Erhan Xu, Kai Ye, Hongyi Zhou, Luhan Zhu, Francesco Quinzan, Chengchun Shi
2025	J	`jnl`	Pruning Cannot Hurt Robustness: Certified Trade-offs in Reinforcement Learning. CoRR James Pedley, Benjamin Etheridge, Stephen J. Roberts, Francesco Quinzan
2025	J	`jnl`	Representation Invariance and Allocation: When Subgroup Balance Matters. CoRR Anissa Alloula, Charles Jones, Zuzanna Skorniewska, Francesco Quinzan, Bartlomiej W. Papiez
2025	J	`jnl`	Robust Reinforcement Learning from Human Feedback for Large Language Models Fine-Tuning. CoRR Kai Ye, Hongyi Zhou, Jin Zhu, Francesco Quinzan, Chengchun Shi
2025	J	`jnl`	When Should We Orchestrate Multiple Agents? CoRR Umang Bhatt, Sanyam Kapoor, Mihir Upadhyay, Ilia Sucholutsky, Francesco Quinzan, Katherine M. Collins, Adrian Weller, Andrew Gordon Wilson, Muhammad Bilal Zafar
2024	J	`jnl`	Diffusion-Based Causal Representation Learning. Entropy Amir Mohammad Karimi-Mamaghan, Andrea Dittadi, Stefan Bauer, Karl Henrik Johansson, Francesco Quinzan
2024	J	`jnl`	Learning Counterfactually Invariant Predictors. Trans. Mach. Learn. Res. Francesco Quinzan, Cecilia Casolo, Krikamol Muandet, Yucen Luo, Niki Kilbertus
2024	A*	`conf`	Learning Decision Policies with Instrumental Variables through Double Machine Learning. ICML Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska
2024	J	`jnl`	Learning Decision Policies with Instrumental Variables through Double Machine Learning. CoRR Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska
2023	—	`—`	Combinatorial problems and scalability in artificial intelligence Francesco Quinzan
2023	A*	`conf`	DRCFS: Doubly Robust Causal Feature Selection. ICML Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer
2023	J	`jnl`	DRCFS: Doubly Robust Causal Feature Selection. CoRR Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer
2023	J	`jnl`	Diffusion Based Causal Representation Learning. CoRR Amir Mohammad Karimi-Mamaghan, Andrea Dittadi, Stefan Bauer, Karl Henrik Johansson, Francesco Quinzan
2023	J	`jnl`	Doubly Robust Structure Identification from Temporal Data. CoRR Emmanouil Angelis, Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Stefan Bauer
2023	A	`conf`	Fast Feature Selection with Fairness Constraints. AISTATS Francesco Quinzan, Rajiv Khanna, Moshik Hershcovitch, Sarel Cohen, Daniel G. Waddington, Tobias Friedrich, Michael W. Mahoney
2023	—	`conf`	Optimal Transport for Correctional Learning. CDC Rebecka Winqvist, Inês Lourenço, Francesco Quinzan, Cristian R. Rojas, Bo Wahlberg
2023	J	`jnl`	Optimal Transport for Correctional Learning. CoRR Rebecka Winqvist, Inês Lourenço, Francesco Quinzan, Cristian R. Rojas, Bo Wahlberg
2022	J	`jnl`	Fast Feature Selection with Fairness Constraints. CoRR Francesco Quinzan, Rajiv Khanna, Moshik Hershcovitch, Sarel Cohen, Daniel G. Waddington, Tobias Friedrich, Michael W. Mahoney
2022	J	`jnl`	Learning Counterfactually Invariant Predictors. CoRR Francesco Quinzan, Cecilia Casolo, Krikamol Muandet, Niki Kilbertus, Yucen Luo
2021	J	`jnl`	Adaptive Sampling for Fast Constrained Maximization of Submodular Function. CoRR Francesco Quinzan, Vanja Doskoc, Andreas Göbel, Tobias Friedrich
2021	A	`conf`	Adaptive Sampling for Fast Constrained Maximization of Submodular Functions. AISTATS Francesco Quinzan, Vanja Doskoc, Andreas Göbel, Tobias Friedrich
2021	J	`jnl`	Evolutionary algorithms and submodular functions: benefits of heavy-tailed mutations. Nat. Comput. Francesco Quinzan, Andreas Göbel, Markus Wagner, Tobias Friedrich
2020	A	`conf`	Non-Monotone Submodular Maximization with Multiple Knapsacks in Static and Dynamic Settings. ECAI Vanja Doskoc, Tobias Friedrich, Andreas Göbel, Aneta Neumann, Frank Neumann, Francesco Quinzan
2019	A*	`conf`	Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints. AAAI Tobias Friedrich, Andreas Göbel, Frank Neumann, Francesco Quinzan, Ralf Rothenberger
2019	J	`jnl`	Non-Monotone Submodular Maximization with Multiple Knapsacks in Static and Dynamic Settings. CoRR Vanja Doskoc, Tobias Friedrich, Andreas Göbel, Frank Neumann, Aneta Neumann, Francesco Quinzan
2018	A	`conf`	Escaping large deceptive basins of attraction with heavy-tailed mutation operators. GECCO Tobias Friedrich, Francesco Quinzan, Markus Wagner
2018	J	`jnl`	Evolutionary Algorithms and Submodular Functions: Benefits of Heavy-Tailed Mutations CoRR Tobias Friedrich, Andreas Göbel, Francesco Quinzan, Markus Wagner
2018	J	`jnl`	Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints. CoRR Tobias Friedrich, Andreas Göbel, Frank Neumann, Francesco Quinzan, Ralf Rothenberger
2018	—	`conf`	Heavy-Tailed Mutation Operators in Single-Objective Combinatorial Optimization. PPSN (1) Tobias Friedrich, Andreas Göbel, Francesco Quinzan, Markus Wagner
2018	A	`conf`	Improving the run time of the (1 + 1) evolutionary algorithm with luby sequences. GECCO Tobias Friedrich, Timo Kötzing, Francesco Quinzan, Andrew M. Sutton
2017	J	`jnl`	Approximating Optimization Problems using EAs on Scale-Free Networks. CoRR Ankit Chauhan, Tobias Friedrich, Francesco Quinzan
2017	A	`conf`	Approximating optimization problems using EAs on scale-free networks. GECCO Ankit Chauhan, Tobias Friedrich, Francesco Quinzan
2017	A	`conf`	Resampling vs Recombination: a Statistical Run Time Estimation. FOGA Tobias Friedrich, Timo Kötzing, Francesco Quinzan, Andrew M. Sutton
2016	—	`conf`	Ant Colony Optimization Beats Resampling on Noisy Functions. GECCO (Companion) Tobias Friedrich, Timo Kötzing, Francesco Quinzan, Andrew M. Sutton