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Dean Foster

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A Study on the Calibration of In-context Learning

Dec 11, 2023
Hanlin Zhang, Yi-Fan Zhang, Yaodong Yu, Dhruv Madeka, Dean Foster, Eric Xing, Hima Lakkaraju, Sham Kakade

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AI safety by debate via regret minimization

Dec 08, 2023
Xinyi Chen, Angelica Chen, Dean Foster, Elad Hazan

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Learning an Inventory Control Policy with General Inventory Arrival Dynamics

Oct 26, 2023
Sohrab Andaz, Carson Eisenach, Dhruv Madeka, Kari Torkkola, Randy Jia, Dean Foster, Sham Kakade

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Contextual Bandits for Evaluating and Improving Inventory Control Policies

Oct 24, 2023
Dean Foster, Randy Jia, Dhruv Madeka

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Scaling Laws for Imitation Learning in NetHack

Jul 18, 2023
Jens Tuyls, Dhruv Madeka, Kari Torkkola, Dean Foster, Karthik Narasimhan, Sham Kakade

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Deep Inventory Management

Oct 06, 2022
Dhruv Madeka, Kari Torkkola, Carson Eisenach, Dean Foster, Anna Luo

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Assessment of Treatment Effect Estimators for Heavy-Tailed Data

Dec 19, 2021
Nilesh Tripuraneni, Dhruv Madeka, Dean Foster, Dominique Perrault-Joncas, Michael I. Jordan

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Variance Reduction in Training Forecasting Models with Subgroup Sampling

Mar 02, 2021
Yucheng Lu, Youngsuk Park, Lifan Chen, Yuyang Wang, Christopher De Sa, Dean Foster

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