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CORR
2011
Springer
199views Education» more  CORR 2011»
14 years 10 months ago
From Machine Learning to Machine Reasoning
A plausible definition of "reasoning" could be "algebraically manipulating previously acquired knowledge in order to answer a new question". This definition co...
Léon Bottou
161
Voted
ASIAN
2009
Springer
299views Algorithms» more  ASIAN 2009»
15 years 4 months ago
Deducibility Constraints
In their work on tractable deduction systems, D. McAllester and later D. Basin and H. Ganzinger have identified a property of inference systems (the locality property) that ensures...
Sergiu Bursuc, Hubert Comon-Lundh, Stéphani...
ICMLA
2003
15 years 4 months ago
A Distributed Reinforcement Learning Approach to Pattern Inference in Go
— This paper shows that the distributed representation found in Learning Vector Quantization (LVQ) enables reinforcement learning methods to cope with a large decision search spa...
Myriam Abramson, Harry Wechsler
JMLR
2010
147views more  JMLR 2010»
14 years 10 months ago
Gaussian Processes for Machine Learning (GPML) Toolbox
The GPML toolbox provides a wide range of functionality for Gaussian process (GP) inference and prediction. GPs are specified by mean and covariance functions; we offer a library ...
Carl Edward Rasmussen, Hannes Nickisch
FGR
2004
IEEE
129views Biometrics» more  FGR 2004»
15 years 7 months ago
Multiple Frame Motion Inference Using Belief Propagation
We present an algorithm for automatic inference of human upper body motion. A graph model is proposed for inferring human motion, and motion inference is posed as a mapping proble...
Jiang Gao, Jianbo Shi