Conference The Update-Equivalence Framework for Decision-Time Planning. 2024 • ICLR Sokota S, Farina G, Wu DJ, Hu H, Wang KA, Kolter JZ, Brown N
Preprint TOFU: A Task of Fictitious Unlearning for LLMs 2024 Maini P, Feng Z, Schwarzschild A, Lipton ZC, Kolter JZ
Journal Article TOFU: A Task of Fictitious Unlearning for LLMs. 2024 • CoRR • abs/2401.06121: Maini P, Feng Z, Schwarzschild A, Lipton ZC, Kolter JZ
Journal Article Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models 2024 • Advances in Neural Information Processing Systems • 37: Bick A, Li KY, Xing EP, Kolter JZ, Gu A
Preprint Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models 2024 Bick A, Li KY, Xing EP, Kolter JZ, Gu A
Conference UNDERSTANDING AUGMENTATION-BASED SELF-SUPERVISED REPRESENTATION LEARNING VIA RKHS APPROXIMATION AND REGRESSION 2024 • 12th International Conference on Learning Representations Iclr 2024 Zhai R, Liu B, Risteski A, Kolter Z, Ravikumar P
Preprint Understanding Hallucinations in Diffusion Models through Mode Interpolation 2024 Aithal SK, Maini P, Lipton ZC, Kolter JZ
Journal Article Understanding Hallucinations in Diffusion Models through Mode Interpolation 2024 • Advances in Neural Information Processing Systems • 37: Aithal SK, Maini P, Lipton ZC, Zico Kolter J
Journal Article UNDERSTANDING PROMPT ENGINEERING MAY NOT REQUIRE RETHINKING GENERALIZATION 2024 • 12th International Conference on Learning Representations Iclr 2024 Akinwande V, Jiang Y, Sam D, Kolter JZ
Conference Understanding prompt engineering may not require rethinking generalization. 2024 • ICLR Akinwande V, Jiang Y, Sam D, Kolter JZ
Conference WHY IS SAM ROBUST TO LABEL NOISE? 2024 • 12th International Conference on Learning Representations Iclr 2024 Baek C, Kolter Z, Raghunathan A
Journal Article (CERTIFIED!!) ADVERSARIAL ROBUSTNESS FOR FREE! 2023 • 11th International Conference on Learning Representations Iclr 2023 Carlini N, Tramèr F, Dvijotham K, Rice L, Sun M, Kolter JZ
Preprint A Simple and Effective Pruning Approach for Large Language Models 2023 Sun M, Liu Z, Bair A, Kolter JZ
Journal Article A UNIFIED APPROACH TO REINFORCEMENT LEARNING, QUANTAL RESPONSE EQUILIBRIA, AND TWO-PLAYER ZERO-SUM GAMES 2023 • 11th International Conference on Learning Representations Iclr 2023 Sokota S, D'Orazio R, Kolter JZ, Loizou N, Lanctot M, Mitliagkas I, Brown N, Kroer C
Preprint Abstracting Imperfect Information Away from Two-Player Zero-Sum Games 2023 Sokota S, D'Orazio R, Ling CK, Wu DJ, Kolter JZ, Brown N
Conference Abstracting Imperfect Information Away from Two-Player Zero-Sum Games 2023 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 202 • 202: Sokota S, D'Orazio R, Ling CK, Wu DJ, Koller JZ, Brown N
Preprint Can Neural Network Memorization Be Localized? 2023 Maini P, Mozer MC, Sedghi H, Lipton ZC, Kolter JZ, Zhang C
Conference Can Neural Network Memorization Be Localized? 2023 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 202 • 202: Maini P, Mozer MC, Sedghi H, Lipton ZC, Kolter JZ, Zhang C
Preprint Deep Equilibrium Based Neural Operators for Steady-State PDEs 2023 Marwah T, Pokle A, Kolter JZ, Lipton ZC, Lu J, Risteski A
Journal Article Deep Equilibrium Based Neural Operators for Steady-State PDEs 2023 • Advances in Neural Information Processing Systems Marwah T, Pokle A, Kolter JZ, Lipton ZC, Lu J, Risteski A
Journal Article Function Approximation for Solving Stackelberg Equilibrium in Large Perfect Information Games 2023 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 5764-5772 Ling CK, Kolter JZ, Fang F
Journal Article Language models are weak learners 2023 • Advances in Neural Information Processing Systems Manikandan H, Jiang Y, Kolter JZ
Journal Article Learning with Explanation Constraints 2023 • Advances in Neural Information Processing Systems Pukdee R, Sam D, Kolter JZ, Balcan M-F, Ravikumar P
Preprint Learning with Explanation Constraints 2023 Pukdee R, Sam D, Kolter JZ, Balcan M-F, Ravikumar P
