2464 search results - page 317 / 493 » Efficient learning equilibrium |
ICML
2006
IEEE
15 years 11 months ago
2006
IEEE
An intuitive approach to utilizing unlabeled data in kernel-based classification algorithms is to simply treat unknown labels as additional optimization variables. For marginbased...
89
Voted
ICML
2005
IEEE
15 years 11 months ago
2005
IEEE
Online feature selection (OFS) provides an efficient way to sort through a large space of features, particularly in a scenario where the feature space is large and features take a...
60
Voted
ICML
2004
IEEE
15 years 11 months ago
2004
IEEE
We present a trainable sequential-inference technique for processes with large state and observation spaces and relational structure. Our method assumes "reliable observation...
90
Voted
ICML
2003
IEEE
15 years 11 months ago
2003
IEEE
Logistic Regression (LR) has been widely used in statistics for many years, and has received extensive study in machine learning community recently due to its close relations to S...
87
Voted
CADE
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. Verification by network invariants is a heuristic to solve uniform verification of parameterized systems. Given a system P, a network invariant for P is that abstracts th...