1080 search results - page 151 / 216 » Hedging predictions in machine learning |
183
click to vote
ALT
2008
Springer
15 years 8 months ago
2008
Springer
Abstract. We consider the problem of sequence prediction in a probabilistic setting. Let there be given a class C of stochastic processes (probability measures on the set of one-wa...
182
click to vote
GECCO
2000
Springer
15 years 10 months ago
2000
Springer
Reinforcement learning (RL) is one of the machine learning techniques and has been received much attention as a new self-adaptive controller for various systems. The RL agent auto...
187
click to vote
ALT
2004
Springer
15 years 10 months ago
2004
Springer
Abstract. We present a survey of recent results concerning the theoretical and empirical performance of algorithms for learning regularized least-squares classifiers. The behavior ...
142
click to vote
DIS
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. To the best of our knowledge, this paper is the first attempt to formalise a pragmatic logic of scientific discovery in a manner such that it can be realised by scientist...
143
click to vote
ACL
2003
15 years 7 months ago
2003
We describe an algorithm for recovering non-local dependencies in syntactic dependency structures. The patternmatching approach proposed by Johnson (2002) for a similar task for p...