3718 search results - page 168 / 744 » On learning with dissimilarity functions |
83
Voted
ICML
2009
IEEE
15 years 11 months ago
2009
IEEE
We present a unified framework for learning link prediction and edge weight prediction functions in large networks, based on the transformation of a graph's algebraic spectru...
77
Voted
ICML
2001
IEEE
15 years 11 months ago
2001
IEEE
This paper examines the notion of symmetry in Markov decision processes (MDPs). We define symmetry for an MDP and show how it can be exploited for more effective learning in singl...
77
Voted
COLT
2010
Springer
14 years 8 months ago
2010
Springer
We consider an online learning setting where at each time step the decision maker has to choose how to distribute the future loss between k alternatives, and then observes the los...
HICSS
1999
IEEE
15 years 2 months ago
1999
IEEE
Assessing the reliability of a software system has always been an elusive target. A program may work very well for a number of years and this same program may suddenly become quit...
ICIP
2007
IEEE
15 years 12 months ago
2007
IEEE
Different from appearance-based methods, clustering feature points only by their motion coherence is an emerging category of approach to detecting and tracking individuals among c...