23 citations · 32 across the 4 of their papers we have counts for
Showing 2014Show all
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cs.IT2014★ 2 cited
Universal Compression of Envelope Classes: Tight Characterization via Poisson Sampling
Jayadev Acharya, Ashkan Jafarpour, Alon Orlitsky +1
The Poisson-sampling technique eliminates dependencies among symbol appearances in a random sequence. It has been used to simplify the analysis and strengthen the performance guara…
cs.LG2014★ 23 cited
Near-optimal-sample estimators for spherical Gaussian mixtures
Jayadev Acharya, Ashkan Jafarpour, Alon Orlitsky +1
Statistical and machine-learning algorithms are frequently applied to high-dimensional data. In many of these applications data is scarce, and often much more costly than computati…