Machine Learning（ML ）的APRIL 2015, ISSUE 1论文列表

卷期号： April 2015, issue 1

发布时间：

卷期年份： 2015

卷期官网： https://link.springer.com/journal/10994/volumes-and-issues/99-1

Lifted graphical models: a survey

Optimizing regression models for data streams with missing values

The effect of splitting on random forests

Entropic risk minimization for nonparametric estimation of mixing distributions

A unified statistical approach to non-negative matrix factorization and probabilistic latent semantic indexing

Efficient distance metric learning by adaptive sampling and mini-batch stochastic gradient descent (SGD)

Asymptotic analysis of estimators on multi-label data

A generalized online mirror descent with applications to classification and regression

Expectation propagation in linear regression models with spike-and-slab priors

Operator-valued kernel-based vector autoregressive models for network inference

Introduction: special issue of selected papers of ACML 2013

Adaptive Euclidean maps for histograms: generalized Aitchison embeddings

Information retrieval approach to meta-visualization

Multilabel classification through random graph ensembles

Random projections as regularizers: learning a linear discriminant from fewer observations than dimensions

Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning

Unconfused ultraconservative multiclass algorithms