Publications by Zico Kolter

Journal Article

Overfitting in adversarially robust deep learning

2020 • 37th International Conference on Machine Learning Icml 2020 • PartF168147-11:8049-8074
Rice L, Wong E, Kolter JZ

Preprint

Poisoned classifiers are not only backdoored, they are fundamentally broken

2020
Sun M, Agarwal S, Kolter JZ

Preprint

Provably Safe PAC-MDP Exploration Using Analogies

2020
Roderick M, Nagarajan V, Kolter JZ

Preprint

Simple and Efficient Hard Label Black-box Adversarial Attacks in Low Query Budget Regimes

2020
Shukla SN, Sahu AK, Willmott D, Kolter JZ

Preprint

Adversarial camera stickers: A physical camera-based attack on deep learning systems

2019
Li J, Schmidt FR, 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 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

Journal Article

Certified Adversarial Robustness via Randomized Smoothing

2019 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97 • 97:
Cohen J, Rosenfeld E, Kolter JZ

Preprint

Certified Adversarial Robustness via Randomized Smoothing

2019
Cohen JM, Rosenfeld E, Kolter JZ

Preprint

Deep Equilibrium Models

2019
Bai S, Kolter JZ, Koltun V

Preprint

Deterministic PAC-Bayesian generalization bounds for deep networks via generalizing noise-resilience

2019
Nagarajan V, Kolter JZ

Preprint

Dynamic Modeling and Equilibria in Fair Decision Making

2019
Williams J, 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

Preprint

Perceptual Based Adversarial Audio Attacks

2019
Szurley J, Kolter JZ

Preprint

The Limited Multi-Label Projection Layer

2019
Amos B, Koltun V, Kolter JZ

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