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David Simchi-Levi

Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Information

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Oct 01, 2025
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Pre-Trained AI Model Assisted Online Decision-Making under Missing Covariates: A Theoretical Perspective

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Jul 10, 2025
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Constrained Online Decision-Making: A Unified Framework

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May 16, 2025
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Constrained Online Decision-Making with Density Estimation Oracles

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May 11, 2025
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Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory Constraints

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Apr 15, 2025
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Near-Optimal Private Learning in Linear Contextual Bandits

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Feb 18, 2025
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Contextual Online Decision Making with Infinite-Dimensional Functional Regression

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Jan 30, 2025
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Learning to Price with Resource Constraints: From Full Information to Machine-Learned Prices

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Jan 24, 2025
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Prediction-Guided Active Experiments

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Nov 20, 2024
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The Power of Adaptivity in Experimental Design

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Oct 10, 2024
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