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Machine Learning (ML) - December 2014, issue 3 论文列表

本期论文列表
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