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Arun Sai Suggala

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Follow the Perturbed Leader: Optimism and Fast Parallel Algorithms for Smooth Minimax Games

Jun 13, 2020
Arun Sai Suggala, Praneeth Netrapalli

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Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression

Mar 19, 2019
Arun Sai Suggala, Kush Bhatia, Pradeep Ravikumar, Prateek Jain

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Online Non-Convex Learning: Following the Perturbed Leader is Optimal

Mar 19, 2019
Arun Sai Suggala, Praneeth Netrapalli

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How Sensitive are Sensitivity-Based Explanations?

Jan 27, 2019
Chih-Kuan Yeh, Cheng-Yu Hsieh, Arun Sai Suggala, David Inouye, Pradeep Ravikumar

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On Adversarial Risk and Training

Jun 11, 2018
Arun Sai Suggala, Adarsh Prasad, Vaishnavh Nagarajan, Pradeep Ravikumar

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Robust Estimation via Robust Gradient Estimation

Apr 20, 2018
Adarsh Prasad, Arun Sai Suggala, Sivaraman Balakrishnan, Pradeep Ravikumar

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Vector-Space Markov Random Fields via Exponential Families

May 19, 2015
Wesley Tansey, Oscar Hernan Madrid Padilla, Arun Sai Suggala, Pradeep Ravikumar

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