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Machine Learning (ML) - April 2016, issue 1 论文列表

本期论文列表
Lower bounds on individual sequence regret

Lifted generative learning of Markov logic networks

On Data Preconditioning for Regularized Loss Minimization

Learning from patches by efficient spectral decomposition of a structured kernel

Tikhonov, Ivanov and Morozov regularization for support vector machine learning

Guest editors introduction: special issue on inductive logic programming

ILP-assisted de novo drug design

Transductive hyperspectral image classification: toward integrating spectral and relational features via an iterative ensemble system

Fast learning of relational dependency networks

Probabilistic logic programming for hybrid relational domains

Introduction: special issue of selected papers from ACML 2014

Online Passive-Aggressive Active learning

Bibliographic analysis on research publications using authors, categorical labels and the citation network

Large margin classification with indefinite similarities

Learning undirected graphical models using persistent sequential Monte Carlo

V-shaped interval insensitive loss for ordinal classification

A column-wise update algorithm for nonnegative matrix factorization in Bregman divergence with an orthogonal constraint