Julia Kempe - RankMe

104 papers A* 24A 5Journal 69Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Likelihood-Based Reward Designs for General LLM Reasoning. CoRR Ariel Kwiatkowski, Natasha Butt, Ismail Labiad, Julia Kempe, Yann Ollivier
2026	J	`jnl`	On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds. Trans. Mach. Learn. Res. Matteo Vilucchio, Nikolaos Tsilivis, Bruno Loureiro, Julia Kempe
2026	J	`jnl`	Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability. CoRR Shobhita Sundaram, John Quan, Ariel Kwiatkowski, Kartik Ahuja, Yann Ollivier, Julia Kempe
2025	J	`jnl`	Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards. CoRR Charles Arnal, Gaëtan Narozniak, Vivien Cabannes, Yunhao Tang, Julia Kempe, Rémi Munos
2025	A*	`conf`	Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification. ICLR Yunzhen Feng, Elvis Dohmatob, Pu Yang, François Charton, Julia Kempe
2025	A*	`conf`	DRoP: Distributionally Robust Data Pruning. ICLR Artem M. Vysogorets, Kartik Ahuja, Julia Kempe
2025	J	`jnl`	Don't Waste Mistakes: Leveraging Negative RL-Groups via Confidence Reweighting. CoRR Yunzhen Feng, Parag Jain, Anthony Hartshorn, Yaqi Duan, Julia Kempe
2025	J	`jnl`	Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation. CoRR Dhrupad Bhardwaj, Julia Kempe, Tim G. J. Rudner
2025	A*	`conf`	Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks. ICLR Nikolaos Tsilivis, Gal Vardi, Julia Kempe
2025	J	`jnl`	From Concepts to Components: Concept-Agnostic Attention Module Discovery in Transformers. CoRR Jingtong Su, Julia Kempe, Karen Ullrich
2025	J	`jnl`	How Reinforcement Learning After Next-Token Prediction Facilitates Learning. CoRR Nikolaos Tsilivis, Eran Malach, Karen Ullrich, Julia Kempe
2025	J	`jnl`	OpenApps: Simulating Environment Variations to Measure UI-Agent Reliability. CoRR Karen Ullrich, Jingtong Su, Claudia Shi, Arjun Subramonian, Amir Bar, Ivan Evtimov, Nikolaos Tsilivis, Randall Balestriero, Julia Kempe, Mark Ibrahim
2025	J	`jnl`	Outcome-based Exploration for LLM Reasoning. CoRR Yuda Song, Julia Kempe, Rémi Munos
2025	A*	`conf`	PILAF: Optimal Human Preference Sampling for Reward Modeling. ICML Yunzhen Feng, Ariel Kwiatkowski, Kunhao Zheng, Julia Kempe, Yaqi Duan
2025	J	`jnl`	PILAF: Optimal Human Preference Sampling for Reward Modeling. CoRR Yunzhen Feng, Ariel Kwiatkowski, Kunhao Zheng, Julia Kempe, Yaqi Duan
2025	J	`jnl`	Soft Tokens, Hard Truths. CoRR Natasha Butt, Ariel Kwiatkowski, Ismail Labiad, Julia Kempe, Yann Ollivier
2025	A*	`conf`	Strong Model Collapse. ICLR Elvis Dohmatob, Yunzhen Feng, Arjun Subramonian, Julia Kempe
2025	J	`jnl`	Tuning without Peeking: Provable Privacy and Generalization Bounds for LLM Post-Training. CoRR Ismail Labiad, Mathurin Videau, Matthieu Kowalski, Marc Schoenauer, Alessandro Ferreira Leite, Julia Kempe, Olivier Teytaud
2025	J	`jnl`	What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT. CoRR Yunzhen Feng, Julia Kempe, Cheng Zhang, Parag Jain, Anthony Hartshorn
2024	A*	`conf`	A Tale of Tails: Model Collapse as a Change of Scaling Laws. ICML Elvis Dohmatob, Yunzhen Feng, Pu Yang, François Charton, Julia Kempe
2024	J	`jnl`	A Tale of Tails: Model Collapse as a Change of Scaling Laws. CoRR Elvis Dohmatob, Yunzhen Feng, Pu Yang, François Charton, Julia Kempe
2024	J	`jnl`	Attacking Bayes: On the Adversarial Robustness of Bayesian Neural Networks. CoRR Yunzhen Feng, Tim G. J. Rudner, Nikolaos Tsilivis, Julia Kempe
2024	J	`jnl`	Attacking Bayes: On the Adversarial Robustness of Bayesian Neural Networks. Trans. Mach. Learn. Res. Yunzhen Feng, Tim G. J. Rudner, Nikolaos Tsilivis, Julia Kempe
2024	J	`jnl`	Beyond Model Collapse: Scaling Up with Synthesized Data Requires Reinforcement. CoRR Yunzhen Feng, Elvis Dohmatob, Pu Yang, François Charton, Julia Kempe
2024	A*	`conf`	Deconstructing the Goldilocks Zone of Neural Network Initialization. ICML Artem Vysogorets, Anna Dawid, Julia Kempe
2024	J	`jnl`	Deconstructing the Goldilocks Zone of Neural Network Initialization. CoRR Artem Vysogorets, Anna Dawid, Julia Kempe
2024	A*	`conf`	Embarrassingly Simple Dataset Distillation. ICLR Yunzhen Feng, Shanmukha Ramakrishna Vedantam, Julia Kempe
2024	J	`jnl`	Emergent properties with repeated examples. CoRR François Charton, Julia Kempe
2024	J	`jnl`	Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks. CoRR Nikolaos Tsilivis, Gal Vardi, Julia Kempe
2024	A*	`conf`	Iteration Head: A Mechanistic Study of Chain-of-Thought. NeurIPS Vivien Cabannes, Charles Arnal, Wassim Bouaziz, Xingyu Yang, François Charton, Julia Kempe
2024	J	`jnl`	Iteration Head: A Mechanistic Study of Chain-of-Thought. CoRR Vivien Cabannes, Charles Arnal, Wassim Bouaziz, Alice Yang, François Charton, Julia Kempe
2024	A	`conf`	Mind the GAP: Improving Robustness to Subpopulation Shifts with Group-Aware Priors. AISTATS Tim G. J. Rudner, Ya Shi Zhang, Andrew Gordon Wilson, Julia Kempe
2024	J	`jnl`	Mind the GAP: Improving Robustness to Subpopulation Shifts with Group-Aware Priors. CoRR Tim G. J. Rudner, Ya Shi Zhang, Andrew Gordon Wilson, Julia Kempe
2024	A*	`conf`	Mission Impossible: A Statistical Perspective on Jailbreaking LLMs. NeurIPS Jingtong Su, Julia Kempe, Karen Ullrich
2024	J	`jnl`	Mission Impossible: A Statistical Perspective on Jailbreaking LLMs. CoRR Jingtong Su, Julia Kempe, Karen Ullrich
2024	A*	`conf`	Model Collapse Demystified: The Case of Regression. NeurIPS Elvis Dohmatob, Yunzhen Feng, Julia Kempe
2024	J	`jnl`	Model Collapse Demystified: The Case of Regression. CoRR Elvis Dohmatob, Yunzhen Feng, Julia Kempe
2024	J	`jnl`	On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds. CoRR Matteo Vilucchio, Nikolaos Tsilivis, Bruno Loureiro, Julia Kempe
2024	J	`jnl`	On the Robustness of Neural Collapse and the Neural Collapse of Robustness. Trans. Mach. Learn. Res. Jingtong Su, Ya Shi Zhang, Nikolaos Tsilivis, Julia Kempe
2024	J	`jnl`	Robust Data Pruning: Uncovering and Overcoming Implicit Bias. CoRR Artem Vysogorets, Kartik Ahuja, Julia Kempe
2024	J	`jnl`	Strong Model Collapse. CoRR Elvis Dohmatob, Yunzhen Feng, Arjun Subramonian, Julia Kempe
2024	A*	`conf`	The Price of Implicit Bias in Adversarially Robust Generalization. NeurIPS Nikolaos Tsilivis, Natalie Frank, Nati Srebro, Julia Kempe
2024	J	`jnl`	The Price of Implicit Bias in Adversarially Robust Generalization. CoRR Nikolaos Tsilivis, Natalie Frank, Nathan Srebro, Julia Kempe
2023	J	`jnl`	Connectivity Matters: Neural Network Pruning Through the Lens of Effective Sparsity. J. Mach. Learn. Res. Artem Vysogorets, Julia Kempe
2023	J	`jnl`	Discovering Galaxy Features via Dataset Distillation. CoRR Haowen Guan, Xuan Zhao, Zishi Wang, Zhiyang Li, Julia Kempe
2023	J	`jnl`	Embarassingly Simple Dataset Distillation. CoRR Yunzhen Feng, Ramakrishna Vedantam, Julia Kempe
2023	J	`jnl`	Kernels, Data & Physics. CoRR Francesco Cagnetta, Deborah Oliveira, Mahalakshmi Sabanayagam, Nikolaos Tsilivis, Julia Kempe
2023	J	`jnl`	On the Robustness of Neural Collapse and the Neural Collapse of Robustness. CoRR Jingtong Su, Ya Shi Zhang, Nikolaos Tsilivis, Julia Kempe
2023	J	`jnl`	Wavelets Beat Monkeys at Adversarial Robustness. CoRR Jingtong Su, Julia Kempe
2022	J	`jnl`	Can we achieve robustness from data alone? CoRR Nikolaos Tsilivis, Jingtong Su, Julia Kempe
2022	J	`jnl`	ImpressLearn: Continual Learning via Combined Task Impressions. CoRR Dhrupad Bhardwaj, Julia Kempe, Artem Vysogorets, Angela M. Teng, Evaristus C. Ezekwem
2022	A*	`conf`	What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness? NeurIPS Nikolaos Tsilivis, Julia Kempe
2022	J	`jnl`	What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness? CoRR Nikolaos Tsilivis, Julia Kempe
2021	J	`jnl`	Connectivity Matters: Neural Network Pruning Through the Lens of Effective Sparsity. CoRR Artem Vysogorets, Julia Kempe
2014	J	`jnl`	Hardness of approximation for quantum problems. Quantum Inf. Comput. Sevag Gharibian, Julia Kempe
2012	J	`jnl`	A quantum lovász local lemma. J. ACM Andris Ambainis, Julia Kempe, Or Sattath
2012	J	`jnl`	Approximation Algorithms for QMA-Complete Problems. SIAM J. Comput. Sevag Gharibian, Julia Kempe
2012	—	`conf`	Hardness of Approximation for Quantum Problems. ICALP (1) Sevag Gharibian, Julia Kempe
2012	J	`jnl`	Hardness of approximation for quantum problems CoRR Sevag Gharibian, Julia Kempe
2012	J	`jnl`	Two-Source Extractors Secure Against Quantum Adversaries. Theory Comput. Roy Kasher, Julia Kempe
2011	A	`conf`	Approximation Algorithms for QMA-Complete Problems. CCC Sevag Gharibian, Julia Kempe
2011	J	`jnl`	Approximation algorithms for QMA-complete problems CoRR Sevag Gharibian, Julia Kempe
2011	J	`jnl`	Entangled Games Are Hard to Approximate. SIAM J. Comput. Julia Kempe, Hirotada Kobayashi, Keiji Matsumoto, Ben Toner, Thomas Vidick
2011	A*	`conf`	Parallel repetition of entangled games. STOC Julia Kempe, Thomas Vidick
2010	A*	`conf`	A quantum lovász local lemma. STOC Andris Ambainis, Julia Kempe, Or Sattath
2010	A	`conf`	No Strong Parallel Repetition with Entangled and Non-signaling Provers. CCC Julia Kempe, Oded Regev
2010	J	`jnl`	Two-Source Extractors Secure Against Quantum Adversaries CoRR Roy Kasher, Julia Kempe
2010	—	`conf`	Two-Source Extractors Secure against Quantum Adversaries. APPROX-RANDOM Roy Kasher, Julia Kempe
2010	J	`jnl`	Unique Games with Entangled Provers Are Easy. SIAM J. Comput. Julia Kempe, Oded Regev, Ben Toner
2010	J	`jnl`	Upper bounds on the noise threshold for fault-tolerant quantum computing. Quantum Inf. Comput. Julia Kempe, Oded Regev, Falk Unger, Ronald de Wolf
2009	J	`jnl`	A Quantum Lovasz Local Lemma CoRR Andris Ambainis, Julia Kempe, Or Sattath
2009	J	`jnl`	Bounded-Error Quantum State Identification and Exponential Separations in Communication Complexity. SIAM J. Comput. Dmitry Gavinsky, Julia Kempe, Oded Regev, Ronald de Wolf
2009	J	`jnl`	No Strong Parallel Repetition with Entangled and Non-signaling Provers CoRR Julia Kempe, Oded Regev
2009	J	`jnl`	Using Entanglement in Quantum Multi-Prover Interactive Proofs. Comput. Complex. Julia Kempe, Hirotada Kobayashi, Keiji Matsumoto, Thomas Vidick
2008	J	`jnl`	Adiabatic Quantum Computation Is Equivalent to Standard Quantum Computation. SIAM Rev. Dorit Aharonov, Wim van Dam, Julia Kempe, Zeph Landau, Seth Lloyd, Oded Regev
2008	A*	`conf`	Entangled Games are Hard to Approximate. FOCS Julia Kempe, Hirotada Kobayashi, Keiji Matsumoto, Ben Toner, Thomas Vidick
2008	J	`jnl`	Exponential Separation for One-Way Quantum Communication Complexity, with Applications to Cryptography. SIAM J. Comput. Dmitry Gavinsky, Julia Kempe, Iordanis Kerenidis, Ran Raz, Ronald de Wolf
2008	A*	`conf`	Unique Games with Entangled Provers are Easy. FOCS Julia Kempe, Oded Regev, Ben Toner
2008	—	`conf`	Upper Bounds on the Noise Threshold for Fault-Tolerant Quantum Computing. ICALP (1) Julia Kempe, Oded Regev, Falk Unger, Ronald de Wolf
2008	A	`conf`	Using Entanglement in Quantum Multi-prover Interactive Proofs. CCC Julia Kempe, Hirotada Kobayashi, Keiji Matsumoto, Thomas Vidick
2007	J	`jnl`	Adiabatic Quantum Computation is Equivalent to Standard Quantum Computation. SIAM J. Comput. Dorit Aharonov, Wim van Dam, Julia Kempe, Zeph Landau, Seth Lloyd, Oded Regev
2007	A*	`conf`	Exponential separations for one-way quantum communication complexity, with applications to cryptography. STOC Dmitry Gavinsky, Julia Kempe, Iordanis Kerenidis, Ran Raz, Ronald de Wolf
2007	A*	`conf`	The Power of Quantum Systems on a Line. FOCS Dorit Aharonov, Daniel Gottesman, Sandy Irani, Julia Kempe
2007	—	`conf`	The Unique Games Conjecture with Entangled Provers is False. Algebraic Methods in Computational Complexity Julia Kempe, Oded Regev, Ben Toner
2006	A*	`conf`	Bounded-error quantum state identification and exponential separations in communication complexity. STOC Dmitry Gavinsky, Julia Kempe, Oded Regev, Ronald de Wolf
2006	J	`jnl`	Exponential Separation of Quantum and Classical One-Way Communication Complexity for a Boolean Function CoRR Dmitry Gavinsky, Julia Kempe, Ronald de Wolf
2006	J	`jnl`	Exponential Separation of Quantum and Classical One-Way Communication Complexity for a Boolean Function. Electron. Colloquium Comput. Complex. Dmitry Gavinsky, Julia Kempe, Ronald de Wolf
2006	J	`jnl`	Generalized Performance of Concatenated Quantum Codes - A Dynamical Systems Approach. IEEE Trans. Autom. Control. Jesse Fern, Julia Kempe, Slobodan N. Simic, Shankar Sastry
2006	J	`jnl`	Strengths and Weaknesses of Quantum Fingerprinting CoRR Dmitry Gavinsky, Julia Kempe, Ronald de Wolf
2006	A	`conf`	Strengths and Weaknesses of Quantum Fingerprinting. CCC Dmitry Gavinsky, Julia Kempe, Ronald de Wolf
2006	J	`jnl`	The Complexity of the Local Hamiltonian Problem. SIAM J. Comput. Julia Kempe, Alexei Y. Kitaev, Oded Regev
2005	J	`jnl`	Bounded-Error Quantum State Identification and Exponential Separations in Communication Complexity CoRR Dmitry Gavinsky, Julia Kempe, Oded Regev, Ronald de Wolf
2005	A*	`conf`	Coins make quantum walks faster. SODA Andris Ambainis, Julia Kempe, Alexander Rivosh
2005	A*	`conf`	The hidden subgroup problem and permutation group theory. SODA Julia Kempe, Aner Shalev
2004	A*	`conf`	Adiabatic Quantum Computation is Equivalent to Standard Quantum Computation. FOCS Dorit Aharonov, Wim van Dam, Julia Kempe, Zeph Landau, Seth Lloyd, Oded Regev
2004	J	`jnl`	Quantum Communication Cannot Simulate a Public Coin CoRR Dmitry Gavinsky, Julia Kempe, Ronald de Wolf
2004	J	`jnl`	The Complexity of the Local Hamiltonian Problem CoRR Julia Kempe, Alexei Y. Kitaev, Oded Regev
2004	—	`conf`	The Complexity of the Local Hamiltonian Problem. FSTTCS Julia Kempe, Alexei Y. Kitaev, Oded Regev
2004	J	`jnl`	The hidden subgroup problem and permutation group theory CoRR Julia Kempe, Aner Shalev
2003	J	`jnl`	3-local Hamiltonian is QMA-complete. Quantum Inf. Comput. Julia Kempe, Oded Regev
2003	—	`conf`	Discrete Quantum Walks Hit Exponentially Faster. RANDOM-APPROX Julia Kempe
2002	J	`jnl`	Quantum Random Walks Hit Exponentially Faster CoRR Julia Kempe
2001	J	`jnl`	Encoded universality from a single physical interaction. Quantum Inf. Comput. Julia Kempe, David Bacon, David P. DiVincenzo, K. Birgitta Whaley
2001	A*	`conf`	Quantum walks on graphs. STOC Dorit Aharonov, Andris Ambainis, Julia Kempe, Umesh V. Vazirani