53 citations · 114 across the 11 of their papers we have counts for
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cs.LG2015
A Bayesian Approach for Online Classifier Ensemble
Qinxun Bai, Henry Lam, Stan Sclaroff
We propose a Bayesian approach for recursively estimating the classifier weights in online learning of a classifier ensemble. In contrast with past methods, such as stochastic grad…
cs.LG2015
Class Probability Estimation via Differential Geometric Regularization
Qinxun Bai, Steven Rosenberg, Zheng Wu +1
We study the problem of supervised learning for both binary and multiclass classification from a unified geometric perspective. In particular, we propose a geometric regularization…