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Zico Kolter

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Generative Posterior Networks for Approximately Bayesian Epistemic Uncertainty Estimation

Dec 29, 2023
Melrose Roderick, Felix Berkenkamp, Fatemeh Sheikholeslami, Zico Kolter

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Reliable Test-Time Adaptation via Agreement-on-the-Line

Oct 07, 2023
Eungyeup Kim, Mingjie Sun, Aditi Raghunathan, Zico Kolter

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Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation

Jun 01, 2023
Runtian Zhai, Bingbin Liu, Andrej Risteski, Zico Kolter, Pradeep Ravikumar

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Low-Variance Gradient Estimation in Unrolled Computation Graphs with ES-Single

Apr 21, 2023
Paul Vicol, Zico Kolter, Kevin Swersky

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Single Image Backdoor Inversion via Robust Smoothed Classifiers

Mar 01, 2023
Mingjie Sun, Zico Kolter

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Provably Bounding Neural Network Preimages

Feb 07, 2023
Suhas Kotha, Christopher Brix, Zico Kolter, Krishnamurthy Dvijotham, Huan Zhang

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Learning Options via Compression

Dec 08, 2022
Yiding Jiang, Evan Zheran Liu, Benjamin Eysenbach, Zico Kolter, Chelsea Finn

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Finetune like you pretrain: Improved finetuning of zero-shot vision models

Dec 01, 2022
Sachin Goyal, Ananya Kumar, Sankalp Garg, Zico Kolter, Aditi Raghunathan

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Path Independent Equilibrium Models Can Better Exploit Test-Time Computation

Nov 18, 2022
Cem Anil, Ashwini Pokle, Kaiqu Liang, Johannes Treutlein, Yuhuai Wu, Shaojie Bai, Zico Kolter, Roger Grosse

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