2683 search results - page 261 / 537 » Machine learning problems from optimization perspective |
137
Voted
KDD
2004
ACM
16 years 3 months ago
2004
ACM
Pattern ordering is an important task in data mining because the number of patterns extracted by standard data mining algorithms often exceeds our capacity to manually analyze the...
121
click to vote
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
We consider the exploration/exploitation problem in reinforcement learning (RL). The Bayesian approach to model-based RL offers an elegant solution to this problem, by considering...
126
click to vote
EUROCOLT
1995
Springer
15 years 7 months ago
1995
Springer
Limiting identification of r.e. indexes for r.e. languages (from a presentation of elements of the language) and limiting identification of programs for computable functions (fr...
140
click to vote
ECAI
2010
Springer
15 years 4 months ago
2010
Springer
Abstract. Machine learning techniques are increasingly being applied to problems in the domain of information retrieval and text mining. In this paper we present an application of ...
125
click to vote
ECCV
2006
Springer
16 years 5 months ago
2006
Springer
The paper introduces a new framework for feature learning in classification motivated by information theory. We first systematically study the information structure and present a n...