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Dheeraj Nagaraj
Ph.D
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I work on various problems in theoretical machine learning([1]), applied probability and statistics. My current work focuses on representation power of deep neural networks, random graphs with latent geometric structure and stochastic optimization algorithms.
Papers11 papers
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COLT, pp.848-901, (2020)
Probability Theory and Related Fields, (2019): 1215-1289
COLT, pp.1752-1755, (2019)
COLT, pp.3190-3193, (2019)
ANNALS OF APPLIED PROBABILITY, no. 5 (2019): 3230-3265
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International Conference on Machine Learning, pp.4703-4711, (2019)
COLT, (2018): 1657-1690
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