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Machine Learning (ML) - July 2013, issue 1 论文列表

本期论文列表
Guest editors’ introduction: special issue of selected papers from ECML-PKDD 2012

A reinforcement learning approach to autonomous decision-making in smart electricity markets

Active evaluation of ranking functions based on graded relevance

Beam search algorithms for multilabel learning

Exploiting symmetries for scaling loopy belief propagation and relational training

Geometry preserving multi-task metric learning

Learning policies for battery usage optimization in electric vehicles

Massively parallel feature selection: an approach based on variance preservation

Introduction: special issue of selected papers of ACML 2012

Bayesian object matching

Recovering networks from distance data

Correlated topographic analysis: estimating an ordering of correlated components

Variational Bayesian sparse additive matrix factorization

Conditional validity of inductive conformal predictors

Exploration and exploitation of scratch games

Hypervolume indicator and dominance reward based multi-objective Monte-Carlo Tree Search

Modeling individual email patterns over time with latent variable models

On using nearly-independent feature families for high precision and confidence

Multi-stage classifier design