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Daniel Hsu

Microsoft Research

Learning Gaussian Multi-Index Models with Gradient Flow: Time Complexity and Directional Convergence

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Nov 13, 2024
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Interactive Machine Teaching by Labeling Rules and Instances

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Sep 08, 2024
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One-layer transformers fail to solve the induction heads task

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Aug 26, 2024
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Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot

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Jun 11, 2024
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Group-wise oracle-efficient algorithms for online multi-group learning

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Jun 07, 2024
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Seasonality Patterns in 311-Reported Foodborne Illness Cases and Machine Learning-Identified Indications of Foodborne Illnesses from Yelp Reviews, New York City, 2022-2023

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May 09, 2024
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Transformers, parallel computation, and logarithmic depth

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Feb 14, 2024
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Multi-group Learning for Hierarchical Groups

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Feb 01, 2024
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Polynomial time auditing of statistical subgroup fairness for Gaussian data

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Jan 27, 2024
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Efficient Estimation of the Central Mean Subspace via Smoothed Gradient Outer Products

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Dec 24, 2023
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