Publications by Zico Kolter

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

Preprint

Losses over Labels: Weakly Supervised Learning via Direct Loss Construction

2022
Sam D, Kolter JZ

Preprint

Orbital Mixer: Using Atomic Orbital Features for Basis Dependent Prediction of Molecular Wavefunctions

2022
Shmilovich K, Willmott D, Batalov I, Kornbluth M, Mailoa J, Kolter JZ

Journal Article

Orbital Mixer: Using Atomic Orbital Features for Basis-Dependent Prediction of Molecular Wavefunctions

2022 • Journal of Chemical Theory and Computation • 18(10):6021-6030
Shmilovich K, Willmott D, Batalov I, Kornbluth M, Mailoa J, Kolter JZ

Preprint

Patches Are All You Need?

2022
Trockman A, Kolter JZ

Preprint

Perfectly Secure Steganography Using Minimum Entropy Coupling

2022
de Witt CS, Sokota S, Kolter JZ, Foerster J, Strohmeier M

Preprint

Simple initialization and parametrization of sinusoidal networks via their kernel bandwidth

2022
Belbute-Peres FDA, Kolter JZ

Preprint

Smooth-Reduce: Leveraging Patches for Improved Certified Robustness

2022
Joshi A, Pham M, Cho M, Boytsov L, Condessa F, Kolter JZ, Hegde C

Conference

The Pitfalls of Regularization in Off-Policy TD Learning

2022 • Advances in Neural Information Processing Systems
Manek G, Kolter JZ

Preprint

Understanding the Covariance Structure of Convolutional Filters

2022
Trockman A, Willmott D, Kolter JZ

Conference

(Implicit)<SUP>2</SUP> : Implicit Layers for Implicit Representations

2021 • Advances in Neural Information Processing Systems
Huang Z, Bai S, Kolter JZ

Journal Article

A Bayesian Model of Cash Bail Decisions

2021 • PROCEEDINGS OF THE 2021 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, FACCT 2021 • 827-837
Williams J, Kolter JZ

Preprint

A Bayesian Model of Cash Bail Decisions

2021
Williams J, Kolter JZ

Journal Article

Adversarially Robust Learning for Security-Constrained Optimal Power Flow

2021 • Advances in Neural Information Processing Systems • 34:28677-28689
Donti PL, Agarwal A, Bedmutha NV, Pileggi L, Kolter JZ

Preprint

Adversarially Robust Learning for Security-Constrained Optimal Power Flow

2021
Donti PL, Agarwal A, Bedmutha NV, Pileggi L, Kolter JZ

Preprint

Assessing Generalization of SGD via Disagreement

2021
Jiang Y, Nagarajan V, Baek C, Kolter JZ

Preprint

Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Complete and Incomplete Neural Network Robustness Verification

2021
Wang S, Zhang H, Xu K, Lin X, Jana S, Hsieh C-J, Kolter JZ

Preprint

Communicating via Markov Decision Processes

2021
Sokota S, de Witt CS, Igl M, Zintgraf L, Torr P, Strohmeier M, Kolter JZ, Whiteson S, Foerster J

Conference

DC3: A LEARNING METHOD FOR OPTIMIZATION WITH HARD CONSTRAINTS

2021 • Iclr 2021 9th International Conference on Learning Representations
Donti PL, Rolnick D, Kolter JZ

Preprint

DC3: A learning method for optimization with hard constraints

2021
Donti PL, Rolnick D, Kolter JZ

Preprint

DeepSplit: Scalable Verification of Deep Neural Networks via Operator Splitting

2021
Chen S, Wong E, Kolter JZ, Fazlyab M

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Publications by Zico Kolter

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