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Karan Singh

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Improved Differentially Private and Lazy Online Convex Optimization

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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

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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

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

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Variance-Reduced Conservative Policy Iteration

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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

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

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Introduction to Online Nonstochastic Control

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Nov 17, 2022
Elad Hazan, Karan Singh

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Machine Learning for Mechanical Ventilation Control (Extended Abstract)

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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

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

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SurgeonAssist-Net: Towards Context-Aware Head-Mounted Display-Based Augmented Reality for Surgical Guidance

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Jul 13, 2021
Mitchell Doughty, Karan Singh, Nilesh R. Ghugre

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Machine Learning for Mechanical Ventilation Control

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Feb 26, 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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