93 citations · 457 across the 22 of their papers we have counts for
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stat.ML2007★ 7 cited
Separating populations with wide data: A spectral analysis
Avrim Blum, Amin Coja-Oghlan, Alan Frieze +1
In this paper, we consider the problem of partitioning a small data sample drawn from a mixture of product distributions. We are interested in the case that individual features…
stat.ML2007
Compressed Regression
Shuheng Zhou, John Lafferty, Larry Wasserman
Recent research has studied the role of sparsity in high dimensional regression and signal reconstruction, establishing theoretical limits for recovering sparse models from sparse…