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Naman Agarwal

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Stacking as Accelerated Gradient Descent

Mar 08, 2024
Naman Agarwal, Pranjal Awasthi, Satyen Kale, Eric Zhao

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Towards Quantifying the Preconditioning Effect of Adam

Feb 11, 2024
Rudrajit Das, Naman Agarwal, Sujay Sanghavi, Inderjit S. Dhillon

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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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Spectral State Space Models

Dec 11, 2023
Naman Agarwal, Daniel Suo, Xinyi Chen, Elad Hazan

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HAVE-Net: Hallucinated Audio-Visual Embeddings for Few-Shot Classification with Unimodal Cues

Sep 23, 2023
Ankit Jha, Debabrata Pal, Mainak Singha, Naman Agarwal, Biplab Banerjee

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Benchmarking Neural Network Training Algorithms

Jun 12, 2023
George E. Dahl, Frank Schneider, Zachary Nado, Naman Agarwal, Chandramouli Shama Sastry, Philipp Hennig, Sourabh Medapati, Runa Eschenhagen, Priya Kasimbeg, Daniel Suo, Juhan Bae, Justin Gilmer, Abel L. Peirson, Bilal Khan, Rohan Anil, Mike Rabbat, Shankar Krishnan, Daniel Snider, Ehsan Amid, Kongtao Chen, Chris J. Maddison, Rakshith Vasudev, Michal Badura, Ankush Garg, Peter Mattson

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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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Multi-User Reinforcement Learning with Low Rank Rewards

Oct 11, 2022
Naman Agarwal, Prateek Jain, Suhas Kowshik, Dheeraj Nagaraj, Praneeth Netrapalli

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Adaptive Gradient Methods at the Edge of Stability

Jul 29, 2022
Jeremy M. Cohen, Behrooz Ghorbani, Shankar Krishnan, Naman Agarwal, Sourabh Medapati, Michal Badura, Daniel Suo, David Cardoze, Zachary Nado, George E. Dahl, Justin Gilmer

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