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Christopher Musco

Agnostic Active Learning of Single Index Models with Linear Sample Complexity

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May 16, 2024
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Faster Linear Systems and Matrix Norm Approximation via Multi-level Sketched Preconditioning

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May 09, 2024
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A Simple and Practical Method for Reducing the Disparate Impact of Differential Privacy

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Dec 18, 2023
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Structured Semidefinite Programming for Recovering Structured Preconditioners

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Oct 27, 2023
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Improved Active Learning via Dependent Leverage Score Sampling

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Oct 08, 2023
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Moments, Random Walks, and Limits for Spectrum Approximation

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Jul 02, 2023
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Dimensionality Reduction for General KDE Mode Finding

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Jun 01, 2023
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Active Learning for Single Neuron Models with Lipschitz Non-Linearities

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Oct 24, 2022
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Active Sampling for Linear Regression Beyond the $\ell_2$ Norm

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Nov 09, 2021
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Correlation Sketches for Approximate Join-Correlation Queries

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Apr 07, 2021
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