64 citations · 183 across the 20 of their papers we have counts for
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cs.LG2015
Communication Lower Bounds for Statistical Estimation Problems via a Distributed Data Processing Inequality
Mark Braverman, Ankit Garg, Tengyu Ma +2
We study the tradeoff between the statistical error and communication cost of distributed statistical estimation problems in high dimensions. In the distributed sparse Gaussian mea…
cs.LG2014★ 50 cited
On Communication Cost of Distributed Statistical Estimation and Dimensionality
Ankit Garg, Tengyu Ma, Huy L. Nguyen
We explore the connection between dimensionality and communication cost in distributed learning problems. Specifically we study the problem of estimating the mean of an unk…
cs.LG2010
Close Clustering Based Automated Color Image Annotation
Ankit Garg, Rahul Dwivedi, Krishna Asawa
Most image-search approaches today are based on the text based tags associated with the images which are mostly human generated and are subject to various kinds of errors. The resu…