93 citations · 364 across the 34 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2009★ 93 cited
A more robust boosting algorithm
Yoav Freund
We present a new boosting algorithm, motivated by the large margins theory for boosting. We give experimental evidence that the new algorithm is significantly more robust against l…
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…