7378 search results - page 1058 / 1476 » Introduction to Machine Learning |
175
click to vote
COLT
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. We present a unified and complete account of maximum entropy distribution estimation subject to constraints represented by convex potential functions or, alternatively, b...
170
click to vote
ECAI
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. A well-known difficulty with solving Constraint Satisfaction Problems (CSPs) is that, while one formulation of a CSP may enable a solver to solve it quickly, a different ...
174
click to vote
ECML
2006
Springer
15 years 10 months ago
2006
Springer
Spectral clustering has attracted much research interest in recent years since it can yield impressively good clustering results. Traditional spectral clustering algorithms first s...
167
click to vote
ECML
2006
Springer
15 years 10 months ago
2006
Springer
In this paper we formulate the problem of grouping the states of a discrete Markov chain of arbitrary order simultaneously with deconvolving its transition probabilities. As the na...
159
click to vote
ECML
2006
Springer
15 years 10 months ago
2006
Springer
Research in the rule induction algorithm field produced many algorithms in the last 30 years. However, these algorithms are usually obtained from a few basic rule induction algorit...