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Shivam Garg

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Pipe Routing with Topology Control for UAV Networks

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May 07, 2024
Shreyas Devaraju, Shivam Garg, Alexander Ihler, Sunil Kumar

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Testing with Non-identically Distributed Samples

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Nov 19, 2023
Shivam Garg, Chirag Pabbaraju, Kirankumar Shiragur, Gregory Valiant

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What Can Transformers Learn In-Context? A Case Study of Simple Function Classes

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Aug 01, 2022
Shivam Garg, Dimitris Tsipras, Percy Liang, Gregory Valiant

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Accurate Link Lifetime Computation in Autonomous Airborne UAV Networks

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Jan 31, 2022
Shivam Garg, Alexander Ihler, Sunil Kumar

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On the Statistical Complexity of Sample Amplification

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Jan 12, 2022
Brian Axelrod, Shivam Garg, Yanjun Han, Vatsal Sharan, Gregory Valiant

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An Alternate Policy Gradient Estimator for Softmax Policies

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Dec 22, 2021
Shivam Garg, Samuele Tosatto, Yangchen Pan, Martha White, A. Rupam Mahmood

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How and When Random Feedback Works: A Case Study of Low-Rank Matrix Factorization

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Nov 17, 2021
Shivam Garg, Santosh S. Vempala

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Gradient Temporal-Difference Learning with Regularized Corrections

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Jul 07, 2020
Sina Ghiassian, Andrew Patterson, Shivam Garg, Dhawal Gupta, Adam White, Martha White

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Sample Amplification: Increasing Dataset Size even when Learning is Impossible

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Apr 26, 2019
Brian Axelrod, Shivam Garg, Vatsal Sharan, Gregory Valiant

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A Spectral View of Adversarially Robust Features

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Nov 15, 2018
Shivam Garg, Vatsal Sharan, Brian Hu Zhang, Gregory Valiant

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