178 citations · 212 across the 7 of their papers we have counts for
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cs.LG2014★ 2 cited
Accurate Streaming Support Vector Machines
Vikram Nathan, Sharath Raghvendra
A widely-used tool for binary classification is the Support Vector Machine (SVM), a supervised learning technique that finds the "maximum margin" linear separator between the two c…
cs.CC2014
Hardness of Peeling with Stashes
Michael Mitzenmacher, Vikram Nathan
The analysis of several algorithms and data structures can be framed as a peeling process on a random hypergraph: vertices with degree less than k and their adjacent edges are remo…