93 citations · 426 across the 43 of their papers we have counts for
3 papers · 1 filter
Recursive Sampling for the Nyström Method
Cameron Musco, Christopher Musco
We give the first algorithm for kernel Nyström approximation that runs in *linear time in the number of training points* and is provably accurate for all kernel matrices, without d…
Principal Component Projection Without Principal Component Analysis
Roy Frostig, Cameron Musco, Christopher Musco +1
We show how to efficiently project a vector onto the top principal components of a matrix, without explicitly computing these components. Specifically, we introduce an iterative al…
Determining Tournament Payout Structures for Daily Fantasy Sports
Christopher Musco, Maxim Sviridenko, Justin Thaler
With an exploding global market and the recent introduction of online cash prize tournaments, fantasy sports contests are quickly becoming a central part of the social gaming and s…