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

本期论文列表
Introduction to the special issue on learning semantics

From machine learning to machine reasoning

Learning perceptually grounded word meanings from unaligned parallel data

Interactive relational reinforcement learning of concept semantics

Learning from natural instructions

A semantic matching energy function for learning with multi-relational data

Learning what is where from unlabeled images: joint localization and clustering of foreground objects

Learning semantic representations of objects and their parts

Guest editors introduction: special issue on Inductive Logic Programming (ILP 2012)

Plane-based object categorisation using relational learning

Meta-interpretive learning: application to grammatical inference

Learning from interpretation transition

Fast relational learning using bottom clause propositionalization with artificial neural networks

Modelling relational statistics with Bayes Nets

Learning with tensors: a framework based on convex optimization and spectral regularization

Discriminative extended canonical correlation analysis for pattern set matching

Hierarchical constraints

Bounds on the sample complexity for private learning and private data release