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ICLP
2009
Springer
16 years 6 months ago
Generative Modeling by PRISM
PRISM is a probabilistic extension of Prolog. It is a high level language for probabilistic modeling capable of learning statistical parameters from observed data. After reviewing ...
Taisuke Sato
COLT
2005
Springer
15 years 11 months ago
Rank, Trace-Norm and Max-Norm
We study the rank, trace-norm and max-norm as complexity measures of matrices, focusing on the problem of fitting a matrix with matrices having low complexity. We present generali...
Nathan Srebro, Adi Shraibman
SIGCSE
1995
ACM
130views Education» more  SIGCSE 1995»
15 years 9 months ago
Computer science projects with music
One important way to teach Computer Science is by getting students involved in projects that interest them. In order to demonstrate the value of music related computer projects, t...
Roy S. Rubinstein
NIPS
2004
15 years 7 months ago
The Convergence of Contrastive Divergences
This paper analyses the Contrastive Divergence algorithm for learning statistical parameters. We relate the algorithm to the stochastic approximation literature. This enables us t...
Alan L. Yuille
IJCAI
2003
15 years 7 months ago
Spaces of Theories with Ideal Refinement Operators
Refinement operators for theories avoid the problems related to the myopia of many relational learning algorithms based on the operators that refine single clauses. However, the n...
Nicola Fanizzi, Stefano Ferilli, Nicola Di Mauro, ...