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Alon Orlitsky

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Linear Regression using Heterogeneous Data Batches

Sep 05, 2023
Ayush Jain, Rajat Sen, Weihao Kong, Abhimanyu Das, Alon Orlitsky

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TURF: A Two-factor, Universal, Robust, Fast Distribution Learning Algorithm

Feb 15, 2022
Yi Hao, Ayush Jain, Alon Orlitsky, Vaishakh Ravindrakumar

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Robust estimation algorithms don't need to know the corruption level

Feb 11, 2022
Ayush Jain, Alon Orlitsky, Vaishakh Ravindrakumar

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Linear-Sample Learning of Low-Rank Distributions

Sep 30, 2020
Ayush Jain, Alon Orlitsky

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Profile Entropy: A Fundamental Measure for the Learnability and Compressibility of Discrete Distributions

Feb 26, 2020
Yi Hao, Alon Orlitsky

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A General Method for Robust Learning from Batches

Feb 25, 2020
Ayush Jain, Alon Orlitsky

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SURF: A Simple, Universal, Robust, Fast Distribution Learning Algorithm

Feb 22, 2020
Yi Hao, Ayush Jain, Alon Orlitsky, Vaishakh Ravindrakumar

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Robust Learning of Discrete Distributions from Batches

Nov 19, 2019
Ayush Jain, Alon Orlitsky

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Unified Sample-Optimal Property Estimation in Near-Linear Time

Nov 08, 2019
Yi Hao, Alon Orlitsky

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The Broad Optimality of Profile Maximum Likelihood

Jul 11, 2019
Yi Hao, Alon Orlitsky

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