Machine Learning（ML ）的DECEMBER 2014, ISSUE 3论文列表

卷期号： December 2014, issue 3

发布时间：

卷期年份： 2014

卷期官网： https://link.springer.com/journal/10994/volumes-and-issues/97-3

The matrix ridge approximation: algorithms and applications

Detecting concept change in dynamic data streams

An improved multiclass LogitBoost using adaptive-one-vs-one

Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm

Guest Editors’ introduction: special issue of the ECML/PKDD 2014 journal track

The bane of skew

On combining machine learning with decision making

Leave-one-out cross-validation is risk consistent for lasso

A theoretical and empirical analysis of support vector machine methods for multiple-instance classification

A constrained matrix-variate Gaussian process for transposable data

Learning a priori constrained weighted majority votes

Regression conformal prediction with random forests

Collaborative filtering with information-rich and information-sparse entities

SAGA: sparse and geometry-aware non-negative matrix factorization through non-linear local embedding