2665 search results - page 173 / 533 » Bundle Methods for Machine Learning |
111
Voted
ICML
2002
IEEE
16 years 3 months ago
2002
IEEE
In many reinforcement learning applications, the set of possible actions can be partitioned by the programmer into subsets of similar actions. This paper presents a technique for ...
119
click to vote
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
There are well known algorithms for learning the structure of directed and undirected graphical models from data, but nearly all assume that the data consists of a single i.i.d. s...
117
click to vote
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
In this paper, we present an information-theoretic approach to learning a Mahalanobis distance function. We formulate the problem as that of minimizing the differential relative e...
137
click to vote
ACML
2009
Springer
15 years 9 months ago
2009
Springer
Real-world face recognition systems are sometimes confronted with degraded face images, e.g., low-resolution, blurred, and noisy ones. Traditional two-step methods have limited per...
102
click to vote
ECML
2005
Springer
15 years 7 months ago
2005
Springer
This paper introduces a novel method for learning a wrapper for extraction of information from web pages, based upon (k,l)-contextual tree languages. It also introduces a method to...