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Aaron Roth

Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable

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May 30, 2024
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Model Ensembling for Constrained Optimization

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May 27, 2024
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Oracle-Efficient Reinforcement Learning for Max Value Ensembles

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May 27, 2024
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Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks

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May 03, 2024
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Multicalibration for Confidence Scoring in LLMs

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Apr 06, 2024
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Repeated Contracting with Multiple Non-Myopic Agents: Policy Regret and Limited Liability

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Feb 27, 2024
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An Elementary Predictor Obtaining $2\sqrt{T}$ Distance to Calibration

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Feb 18, 2024
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Diversified Ensembling: An Experiment in Crowdsourced Machine Learning

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Feb 16, 2024
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Forecasting for Swap Regret for All Downstream Agents

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Feb 13, 2024
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Membership Inference Attacks on Diffusion Models via Quantile Regression

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Dec 08, 2023
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