415 search results - page 17 / 83 » A practical generalization of Fourier-based learning |
143
Voted
UAI
2008
15 years 5 months ago
2008
Gaussian Markov random fields (GMRFs) are useful in a broad range of applications. In this paper we tackle the problem of learning a sparse GMRF in a high-dimensional space. Our a...
155
Voted
JAIR
2002
15 years 3 months ago
2002
The recursive least-squares (RLS) algorithm is one of the most well-known algorithms used in adaptive filtering, system identification and adaptive control. Its popularity is main...
131
Voted
ALT
2006
Springer
16 years 14 days ago
2006
Springer
Most of the existing active learning algorithms are based on the realizability assumption: The learner’s hypothesis class is assumed to contain a target function that perfectly c...
143
Voted
CORR
2011
Springer
14 years 7 months ago
2011
Springer
Efficient implementations of DPLL with the addition of clause learning are the fastest complete Boolean satisfiability solvers and can handle many significant real-world problem...
139
Voted
WSDM
2012
ACM
13 years 11 months ago
2012
ACM
Many factorization models like matrix or tensor factorization have been proposed for the important application of recommender systems. The success of such factorization models dep...