Sciweavers

2455 search results - page 73 / 491
» Learning Composite Concepts
Sort
View
JMLR
2012
13 years 7 months ago
Sample Complexity of Composite Likelihood
We present the first PAC bounds for learning parameters of Conditional Random Fields [12] with general structures over discrete and real-valued variables. Our bounds apply to com...
Joseph K. Bradley, Carlos Guestrin
CVPR
2007
IEEE
16 years 6 months ago
Composite Models of Objects and Scenes for Category Recognition
This paper presents a method of learning and recognizing generic object categories using part-based spatial models. The models are multiscale, with a scene component that specifie...
David J. Crandall, Daniel P. Huttenlocher
ICDM
2003
IEEE
181views Data Mining» more  ICDM 2003»
15 years 10 months ago
Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift
Algorithms for tracking concept drift are important for many applications. We present a general method based on the Weighted Majority algorithm for using any online learner for co...
Jeremy Z. Kolter, Marcus A. Maloof
142
Voted
IAT
2003
IEEE
15 years 10 months ago
Living with Dynamic Concepts in Dynamic Environments Intelligent Agents that Adapt Themselves
In this paper a dynamic perspective on concepts for intelligent agents is propagated. The discussion on the nature of concepts can be simplified to a dichotomy between objective/...
Matthias Rehm
ECLIPSE
2004
ACM
15 years 8 months ago
Teaching object-oriented concepts with Eclipse
Object-oriented software development is a subject area difficult to teach, especially to beginners. They face a lot of abstraction and (from a beginners point of view) isolated to...
Matthias Meyer, Lothar Wendehals