258 citations · 976 across the 76 of their papers we have counts for
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3 papers · 1 filter
cs.LG2010★ 2 cited
Fast ABC-Boost for Multi-Class Classification
Ping Li
Abc-boost is a new line of boosting algorithms for multi-class classification, by utilizing the commonly used sum-to-zero constraint. To implement abc-boost, a base class must be i…
cs.DS2010★ 1 cited
On Practical Algorithms for Entropy Estimation and the Improved Sample Complexity of Compressed Counting
Ping Li
Estimating the p-th frequency moment of data stream is a very heavily studied problem. The problem is actually trivial when p = 1, assuming the strict Turnstile model. The sample c…
cs.LG2010★ 7 cited
An Empirical Evaluation of Four Algorithms for Multi-Class Classification: Mart, ABC-Mart, Robust LogitBoost, and ABC-LogitBoost
Ping Li
This empirical study is mainly devoted to comparing four tree-based boosting algorithms: mart, abc-mart, robust logitboost, and abc-logitboost, for multi-class classification on a…