93 citations · 364 across the 34 of their papers we have counts for
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cs.GT2008★ 5 cited
A new Hedging algorithm and its application to inferring latent random variables
Yoav Freund, Daniel Hsu
We present a new online learning algorithm for cumulative discounted gain. This learning algorithm does not use exponential weights on the experts. Instead, it uses a weighting sch…
stat.ML2008
Random projection trees for vector quantization
Sanjoy Dasgupta, Yoav Freund
A simple and computationally efficient scheme for tree-structured vector quantization is presented. Unlike previous methods, its quantization error depends only on the intrinsic di…