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» On learning in agent-centered search
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AAAI
2012
11 years 9 months ago
A Search Algorithm for Latent Variable Models with Unbounded Domains
This paper concerns learning and prediction with probabilistic models where the domain sizes of latent variables have no a priori upper-bound. Current approaches represent prior d...
Michael Chiang, David Poole
GECCO
2009
Springer
14 years 2 months ago
How novelty search escapes the deceptive trap of learning to learn
Sebastian Risi, Sandy D. Vanderbleek, Charles E. H...
ICML
2006
IEEE
14 years 1 months ago
Predictive search distributions
Edwin V. Bonilla, Christopher K. I. Williams, Feli...
SIGIR
2011
ACM
12 years 10 months ago
Active learning to maximize accuracy vs. effort in interactive information retrieval
We consider an interactive information retrieval task in which the user is interested in finding several to many relevant documents with minimal effort. Given an initial documen...
Aibo Tian, Matthew Lease
JMLR
2002
117views more  JMLR 2002»
13 years 7 months ago
Learning to Construct Fast Signal Processing Implementations
A single signal processing algorithm can be represented by many mathematically equivalent formulas. However, when these formulas are implemented in code and run on real machines, ...
Bryan Singer, Manuela M. Veloso