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Machine Learning (ML) - July 2014, issue 1-2 论文列表

本期论文列表
Introduction to the Special Issue on Grammatical Inference

Distributional learning of parallel multiple context-free grammars

Spectral learning of weighted automata

Learning register automata: from languages to program structures

Adaptively learning probabilistic deterministic automata from data streams

PAutomaC: a probabilistic automata and hidden Markov models learning competition

A comparison of collapsed Bayesian methods for probabilistic finite automata

Improving active Mealy machine learning for protocol conformance testing

Finding relational redescriptions

Least-squares independence regression for non-linear causal inference under non-Gaussian noise

The Variational Garrote

Efficient implementation of class-based decomposition schemes for Naïve Bayes