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cs.LG2017
Estimating the unseen from multiple populations
Aditi Raghunathan, Greg Valiant, James Zou
Given samples from a distribution, how many new elements should we expect to find if we continue sampling this distribution? This is an important and actively studied problem, with…
cs.LG2017★ 3 cited
Learning Mixture of Gaussians with Streaming Data
Aditi Raghunathan, Ravishankar Krishnaswamy, Prateek Jain
In this paper, we study the problem of learning a mixture of Gaussians with streaming data: given a stream of points in dimensions generated by an unknown mixture of sp…