134 citations · 150 across the 9 of their papers we have counts for
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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…
cs.LG2010★ 9 cited
Exponential Family Hybrid Semi-Supervised Learning
Arvind Agarwal, Hal Daume
We present an approach to semi-supervised learning based on an exponential family characterization. Our approach generalizes previous work on coupled priors for hybrid generative/d…