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Sivaraman Balakrishnan

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Universal Inference Using the Split Likelihood Ratio Test

Dec 24, 2019
Larry Wasserman, Aaditya Ramdas, Sivaraman Balakrishnan

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Gaussian Mixture Clustering Using Relative Tests of Fit

Oct 07, 2019
Purvasha Chakravarti, Sivaraman Balakrishnan, Larry Wasserman

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Minimax Confidence Intervals for the Sliced Wasserstein Distance

Sep 17, 2019
Tudor Manole, Sivaraman Balakrishnan, Larry Wasserman

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Path Length Bounds for Gradient Descent and Flow

Aug 02, 2019
Chirag Gupta, Sivaraman Balakrishnan, Aaditya Ramdas

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A Unified Approach to Robust Mean Estimation

Jul 01, 2019
Adarsh Prasad, Sivaraman Balakrishnan, Pradeep Ravikumar

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Local White Matter Architecture Defines Functional Brain Dynamics

Sep 16, 2018
Yo Joong Choe, Sivaraman Balakrishnan, Aarti Singh, Jean M. Vettel, Timothy Verstynen

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Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information

Jun 08, 2018
Yichong Xu, Hariank Muthakana, Sivaraman Balakrishnan, Aarti Singh, Artur Dubrawski

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Robust Nonparametric Regression under Huber's $ε$-contamination Model

May 26, 2018
Simon S. Du, Yining Wang, Sivaraman Balakrishnan, Pradeep Ravikumar, Aarti Singh

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How Many Samples are Needed to Learn a Convolutional Neural Network?

May 21, 2018
Simon S. Du, Yining Wang, Xiyu Zhai, Sivaraman Balakrishnan, Ruslan Salakhutdinov, Aarti Singh

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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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