Preprint An Axiomatic Approach to Model-Agnostic Concept Explanations 2024 Feng Z, Moshkovitz M, Di Castro D, Kolter JZ
Preprint Bayesian Neural Networks with Domain Knowledge Priors 2024 Sam D, Pukdee R, Jeong DP, Byun Y, Kolter JZ
Preprint TOFU: A Task of Fictitious Unlearning for LLMs 2024 Maini P, Feng Z, Schwarzschild A, Lipton ZC, Kolter JZ
Preprint A Simple and Effective Pruning Approach for Large Language Models 2023 Sun M, Liu Z, Bair A, Kolter JZ
Conference Abstracting Imperfect Information Away from Two-Player Zero-Sum Games 2023 • Proceedings of Machine Learning Research • 202:32169-32193 Sokota S, D'Orazio R, Ling CK, Wu DJ, Kolter JZ, Brown N
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 Can Neural Network Memorization Be Localized? 2023 • Proceedings of Machine Learning Research • 202:23536-23557 Maini P, Mozer MC, Sedghi H, Lipton ZC, Kolter JZ, Zhang C
Preprint Can Neural Network Memorization Be Localized? 2023 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 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 • 37:5764-5772 Ling CK, Kolter JZ, Fang F
Preprint Learning with Explanation Constraints 2023 Pukdee R, Sam D, Kolter JZ, Balcan M-F, Ravikumar P
Preprint Localized Text-to-Image Generation for Free via Cross Attention Control 2023 He Y, Salakhutdinov R, Kolter JZ
Journal Article Losses over Labels: Weakly Supervised Learning via Direct Loss Construction 2023 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 37:9695-9703 Sam D, Kolter JZ
Preprint Manifold Preserving Guided Diffusion 2023 He Y, Murata N, Lai C-H, Takida Y, Uesaka T, Kim D, Liao W-H, Mitsufuji Y, Kolter JZ, Salakhutdinov R, Ermon S
Conference Mimetic Initialization of Self-Attention Layers 2023 • Proceedings of Machine Learning Research • 202:34456-34468 Trockman A, Kolter JZ
Preprint Model-tuning Via Prompts Makes NLP Models Adversarially Robust 2023 Raman M, Maini P, Kolter JZ, Lipton ZC, Pruthi D
Journal Article Model-tuning Via Prompts Makes NLP Models Adversarially Robust 2023 • EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings • 9266-9286 Raman M, Maini P, Kolter Z, Lipton ZC, Pruthi D
Preprint Neural Functional Transformers 2023 Zhou A, Yang K, Jiang Y, Burns K, Xu W, Sokota S, Kolter JZ, Finn C
Preprint On the Importance of Exploration for Generalization in Reinforcement Learning 2023 Jiang Y, Kolter JZ, Raileanu R
