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Karan Singh

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Improved Differentially Private and Lazy Online Convex Optimization

Dec 20, 2023
Naman Agarwal, Satyen Kale, Karan Singh, Abhradeep Guha Thakurta

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Diffusion Handles: Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D

Dec 06, 2023
Karran Pandey, Paul Guerrero, Matheus Gadelha, Yannick Hold-Geoffroy, Karan Singh, Niloy Mitra

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Online Nonstochastic Model-Free Reinforcement Learning

May 27, 2023
Udaya Ghai, Arushi Gupta, Wenhan Xia, Karan Singh, Elad Hazan

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Variance-Reduced Conservative Policy Iteration

Dec 12, 2022
Naman Agarwal, Brian Bullins, Karan Singh

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Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret

Nov 21, 2022
Gautam Goel, Naman Agarwal, Karan Singh, Elad Hazan

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Introduction to Online Nonstochastic Control

Nov 17, 2022
Elad Hazan, Karan Singh

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Machine Learning for Mechanical Ventilation Control (Extended Abstract)

Nov 23, 2021
Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel Cohen, Elad Hazan

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A Boosting Approach to Reinforcement Learning

Aug 22, 2021
Nataly Brukhim, Elad Hazan, Karan Singh

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