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Samuel Deng

Group-wise oracle-efficient algorithms for online multi-group learning

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Jun 07, 2024
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Multi-group Learning for Hierarchical Groups

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Feb 01, 2024
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TerrainNet: Visual Modeling of Complex Terrain for High-speed, Off-road Navigation

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Mar 28, 2023
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Group conditional validity via multi-group learning

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Mar 19, 2023
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Learning Tensor Representations for Meta-Learning

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Jan 18, 2022
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An Attack on InstaHide: Is Private Learning Possible with Instance Encoding?

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Nov 10, 2020
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Ensuring Fairness Beyond the Training Data

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Jul 12, 2020
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Methodological Blind Spots in Machine Learning Fairness: Lessons from the Philosophy of Science and Computer Science

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Oct 31, 2019
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