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159
Voted
ICFP
1999
ACM
15 years 7 months ago
1999
ACM
Functional logic languages combine the operational principles of the most important declarative programming paradigms, namely functional and logic programming. Inductively sequent...
109
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
Kernel methods have gained a great deal of popularity in the machine learning community as a method to learn indirectly in highdimensional feature spaces. Those interested in rela...
128
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Predictive state representations (PSRs) have recently been proposed as an alternative to partially observable Markov decision processes (POMDPs) for representing the state of a dy...
127
Voted
LFCS
1992
Springer
15 years 7 months ago
1992
Springer
A generator program for a computable function (by definition) generates an infinite sequence of programs all but finitely many of which compute that function. Machine learning of ...
141
Voted
NIPS
1994
15 years 4 months ago
1994
Reinforcement learning addresses the problem of learning to select actions in order to maximize one's performance inunknownenvironments. Toscale reinforcement learning to com...