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Machine Learning (ML) - December 2016, issue 3 论文列表

本期论文列表
Expected similarity estimation for large-scale batch and streaming anomaly detection

Sparse and low-rank matrix regularization for learning time-varying Markov networks

Variance-constrained actor-critic algorithms for discounted and average reward MDPs

A semiparametric method for clustering mixed data

Context-based unsupervised ensemble learning and feature ranking

An empirical study on image bag generators for multi-instance learning

An aggregate and iterative disaggregate algorithm with proven optimality in machine learning

Bayesian multi-tensor factorization

Learning deterministic probabilistic automata from a model checking perspective

Commentary: a decomposition of the outlier detection problem into a set of supervised learning problems

Special issue on discovery science

Explaining mixture models through semantic pattern mining and banded matrix visualization

Subjective interestingness of subgraph patterns

Learning rules for multi-label classification: a stacking and a separate-and-conquer approach

Sequential anomalies: a study in the Railway Industry