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Manish Purohit
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Optimizing Memory Mapping Using Deep Reinforcement Learning


May 11, 2023
Pengming Wang, Mikita Sazanovich, Berkin Ilbeyi, Phitchaya Mangpo Phothilimthana, Manish Purohit, Han Yang Tay, Ngân Vũ, Miaosen Wang, Cosmin Paduraru, Edouard Leurent, Anton Zhernov, Julian Schrittwieser, Thomas Hubert, Robert Tung, Paula Kurylowicz, Kieran Milan, Oriol Vinyals, Daniel J. Mankowitz

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Parsimonious Learning-Augmented Caching


Feb 09, 2022
Sungjin Im, Ravi Kumar, Aditya Petety, Manish Purohit

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Logarithmic Regret from Sublinear Hints


Nov 09, 2021
Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit

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Upper Confidence Bounds for Combining Stochastic Bandits


Dec 24, 2020
Ashok Cutkosky, Abhimanyu Das, Manish Purohit

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Online Linear Optimization with Many Hints


Oct 06, 2020
Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit

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* Accepted at Neurips 2020 
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Online Learning with Imperfect Hints


Feb 11, 2020
Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit

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On Correcting Inputs: Inverse Optimization for Online Structured Prediction


Oct 12, 2015
Hal Daumé III, Samir Khuller, Manish Purohit, Gregory Sanders

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* Conference version to appear in FSTTCS, 2015 
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