Preprint Permutation Equivariant Neural Functionals 2023 Zhou A, Yang K, Burns K, Cardace A, Jiang Y, Sokota S, Kolter JZ, Finn C
Preprint Projected Off-Policy Q-Learning (POP-QL) for Stabilizing Offline Reinforcement Learning 2023 Roderick M, Manek G, Berkenkamp F, Kolter JZ
Preprint Sinkhorn-Flow: Predicting Probability Mass Flow in Dynamical Systems Using Optimal Transport 2023 Bhutani M, Kolter JZ
Preprint T-MARS: Improving Visual Representations by Circumventing Text Feature Learning 2023 Maini P, Goyal S, Lipton ZC, Kolter JZ, Raghunathan A
Preprint Text Descriptions are Compressive and Invariant Representations for Visual Learning 2023 Feng Z, Bair A, Kolter JZ
Preprint The Update-Equivalence Framework for Decision-Time Planning 2023 Sokota S, Farina G, Wu DJ, Hu H, Wang KA, Kolter JZ, Brown N
Preprint Understanding prompt engineering may not require rethinking generalization 2023 Akinwande V, Jiang Y, Sam D, Kolter JZ
Preprint (Certified!!) Adversarial Robustness for Free! 2022 Carlini N, Tramer F, Dvijotham KD, Rice L, Sun M, Kolter JZ
Conference A FINE-TUNING APPROACH TO BELIEF STATE MODELING 2022 • ICLR 2022 - 10th International Conference on Learning Representations Sokota S, Hu H, Wu DJ, Kolter JZ, Foerster J, Brown N
Preprint A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games 2022 Sokota S, D'Orazio R, Kolter JZ, Loizou N, Lanctot M, Mitliagkas I, Brown N, Kroer C
Journal Article AlphaCode and "data-driven" programming 2022 • Science • 378(6624):1056-1056 Kolter JZ
Conference CERTIFIED ROBUSTNESS FOR DEEP EQUILIBRIUM MODELS VIA INTERVAL BOUND PROPAGATION 2022 • ICLR 2022 - 10th International Conference on Learning Representations Wei C, Kolter JZ
Preprint Characterizing Datapoints via Second-Split Forgetting 2022 Maini P, Garg S, Lipton ZC, Kolter JZ
Conference Communicating via Markov Decision Processes 2022 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162 Sokota S, de Witt CS, Igl M, Zintgraf L, Torr P, Strohmeier M, Kolter JZ, Whiteson S, Foerster J
Conference Deep Equilibrium Optical Flow Estimation 2022 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 610-620 Bai S, Geng Z, Savani Y, Kolter JZ
Preprint Dojo: A Differentiable Physics Engine for Robotics 2022 Howell TA, Cleac'h SL, Brüdigam J, Kolter JZ, Schwager M, Manchester Z
Journal Article Employing adversarial robustness techniques for large-scale stochastic optimal power flow 2022 • Electric Power Systems Research • 212: Agarwal A, Donti PL, Kolter JZ, Pileggi L
Preprint Function Approximation for Solving Stackelberg Equilibrium in Large Perfect Information Games 2022 Ling CK, Kolter JZ, Fang F
Preprint General Cutting Planes for Bound-Propagation-Based Neural Network Verification 2022 Zhang H, Wang S, Xu K, Li L, Li B, Jana S, Hsieh C-J, Kolter JZ
Conference General Cutting Planes for Bound-Propagation-Based Neural Network Verification 2022 • Advances in Neural Information Processing Systems • 35: Zhang H, Wang S, Xu K, Li L, Li B, Jana S, Hsieh CJ, Kolter JZ
Conference Learning Options via Compression 2022 • Advances in Neural Information Processing Systems • 35: Jiang Y, Liu EZ, Eysenbach B, Kolter JZ, Finn C
