3 citations · 5 across the 3 of their papers we have counts for
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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…
cs.LG2010★ 2 cited
A Unified Algorithmic Framework for Multi-Dimensional Scaling
Arvind Agarwal, Jeff M. Phillips, Suresh Venkatasubramanian
In this paper, we propose a unified algorithmic framework for solving many known variants of \mds. Our algorithm is a simple iterative scheme with guaranteed convergence, and is \e…