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 Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line 2023 Kim E, Sun M, Baek C, Raghunathan A, Kolter JZ
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
Journal Article UNDERSTANDING THE COVARIANCE STRUCTURE OF CONVOLUTIONAL FILTERS 2023 • 11th International Conference on Learning Representations Iclr 2023 Trockman A, Willmott D, Kolter JZ
Preprint Universal and Transferable Adversarial Attacks on Aligned Language Models 2023 Zou A, Wang Z, Carlini N, Nasr M, Kolter JZ, Fredrikson M
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
Journal Article DeepSplit: Scalable Verification of Deep Neural Networks via Operator Splitting 2022 • IEEE OPEN JOURNAL OF CONTROL SYSTEMS • 1:126-140 Chen S, Wong E, Kolter JZ, Fazlyab M
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
Conference General Cutting Planes for Bound-Propagation-Based Neural Network Verification 2022 • Advances in Neural Information Processing Systems Zhang H, Wang S, Xu K, Li L, Li B, Jana S, Hsieh C-J, Kolter JZ
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 Learning Options via Compression 2022 • Advances in Neural Information Processing Systems Jiang Y, Liu EZ, Eysenbach B, Kolter JZ, Finn C
