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Tony Chiang

Measuring model variability using robust non-parametric testing

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Jun 12, 2024
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Efficient kernel surrogates for neural network-based regression

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Oct 28, 2023
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Foundation Model's Embedded Representations May Detect Distribution Shift

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Oct 20, 2023
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Robust Nonparametric Hypothesis Testing to Understand Variability in Training Neural Networks

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Oct 01, 2023
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Exploring Learned Representations of Neural Networks with Principal Component Analysis

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Sep 27, 2023
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Robust Explanations for Deep Neural Networks via Pseudo Neural Tangent Kernel Surrogate Models

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May 23, 2023
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Spectral evolution and invariance in linear-width neural networks

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Nov 11, 2022
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TorchNTK: A Library for Calculation of Neural Tangent Kernels of PyTorch Models

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May 24, 2022
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