Preprint Simple and Efficient Hard Label Black-box Adversarial Attacks in Low Query Budget Regimes 2020 Shukla SN, Sahu AK, Willmott D, Kolter JZ
Journal Article Adversarial camera stickers: A physical camera-based attack on deep learning systems 2019 • 36th International Conference on Machine Learning, ICML 2019 • 2019-June:6907-6915 Li JB, Schmidt FR, Kolter JZ
Preprint Adversarial camera stickers: A physical camera-based attack on deep learning systems 2019 Li J, Schmidt FR, Kolter JZ
Preprint Adversarial Music: Real World Audio Adversary Against Wake-word Detection System 2019 Li JB, Qu S, Li X, Szurley J, Kolter JZ, Metze F
Preprint Adversarial Robustness Against the Union of Multiple Perturbation Models 2019 Maini P, Wong E, Kolter JZ
Preprint AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning 2019 Fathony R, Kolter JZ
Preprint Black-box Adversarial Attacks with Bayesian Optimization 2019 Shukla SN, Sahu AK, Willmott D, Kolter JZ
Preprint Certified Adversarial Robustness via Randomized Smoothing 2019 Cohen JM, Rosenfeld E, Kolter JZ
Journal Article Certified Adversarial Robustness via Randomized Smoothing 2019 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97 • 97: Cohen J, Rosenfeld E, Kolter JZ
Preprint Deterministic PAC-Bayesian generalization bounds for deep networks via generalizing noise-resilience 2019 Nagarajan V, Kolter JZ
Preprint Generalization in Deep Networks: The Role of Distance from Initialization 2019 Nagarajan V, Kolter JZ
Journal Article How Much Are We Saving after All? Characterizing the Effects of Commonly Varying Assumptions on Emissions and Damage Estimates in PJM 2019 • Environmental Science and Technology • 53(16):9905-9914 Donti PL, Kolter JZ, Azevedo IL
Preprint Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games 2019 Ling CK, Fang F, Kolter JZ
Journal Article Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games 2019 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 6104-6111 Ling CK, Fang F, Kolterl JZ
Journal Article Low-Rank Semidefinite Programming for the MAX2SAT Problem 2019 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 1641-1649 Wang P-W, Kolter JZ
Preprint Multimodal Transformer for Unaligned Multimodal Language Sequences 2019 Tsai Y-HH, Bai S, Liang PP, Kolter JZ, Morency L-P, Salakhutdinov R
Journal Article Transformer Dissection: An Unified Understanding for Transformer's Attention via the Lens of Kernel 2019 • Proceedings of the conference. Association for Computational Linguistics. Meeting • 4344-4353 Tsai Y-HH, Bai S, Yamada M, Morency L-P, Salakhutdinov R
Preprint Uniform convergence may be unable to explain generalization in deep learning 2019 Nagarajan V, Kolter JZ
Preprint Wasserstein Adversarial Examples via Projected Sinkhorn Iterations 2019 Wong E, Schmidt FR, Kolter JZ
Preprint A Continuous-Time View of Early Stopping for Least Squares 2018 Ali A, Kolter JZ, Tibshirani RJ
