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20122016
most citedUltra High-Dimensional Nonlinear Feature Selection for Big Biological Data

9 citations · 19 across the 4 of their papers we have counts for

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2 papers · 1 filter

cs.LG2012★ 2 cited

Efficient Protocols for Distributed Classification and Optimization

Hal Daume, Jeff M. Phillips, Avishek Saha +1

In distributed learning, the goal is to perform a learning task over data distributed across multiple nodes with minimal (expensive) communication. Prior work (Daume III et al., 20…

stat.ML2012★ 5 cited

Protocols for Learning Classifiers on Distributed Data

Hal Daume, Jeff M. Phillips, Avishek Saha +1

We consider the problem of learning classifiers for labeled data that has been distributed across several nodes. Our goal is to find a single classifier, with small approximation e…