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Zico Kolter

Understanding Optimization in Deep Learning with Central Flows

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Oct 31, 2024
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AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents

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Oct 11, 2024
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From Variance to Veracity: Unbundling and Mitigating Gradient Variance in Differentiable Bundle Adjustment Layers

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Jun 12, 2024
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Improving Alignment and Robustness with Circuit Breakers

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Jun 10, 2024
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Improving Alignment and Robustness with Short Circuiting

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Jun 06, 2024
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Neural Network Verification with Branch-and-Bound for General Nonlinearities

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May 31, 2024
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Why is SAM Robust to Label Noise?

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May 06, 2024
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Forcing Diffuse Distributions out of Language Models

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Apr 16, 2024
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Predicting the Performance of Foundation Models via Agreement-on-the-Line

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Apr 02, 2024
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DART: Implicit Doppler Tomography for Radar Novel View Synthesis

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Mar 06, 2024
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