2683 search results - page 158 / 537 » Machine learning problems from optimization perspective |
129
Voted
GECCO
1999
Springer
15 years 7 months ago
1999
Springer
In this paper, we apply an evolutionary algorithm to learning behavior on a novel, interesting task to explore the general issue of learning e ective behaviors in a complex enviro...
126
Voted
DCC
2008
IEEE
16 years 2 months ago
2008
IEEE
Rate distortion optimization with Lagrangian formulation is widely used in video encoder control and has proved effective in achieving a good trade-off between coding efficiency a...
INFOCOM
2008
IEEE
15 years 9 months ago
2008
IEEE
Abstract— We develop an economic model for networks offering tiered services and we formulate the problem of selecting the service tiers from three perspectives: one that conside...
111
Voted
ICALT
2008
IEEE
15 years 9 months ago
2008
IEEE
Collaboration has long been considered an effective approach to learning. However, forming optimal groups can be a time consuming and complex task. Different approaches have been ...
148
Voted
COLT
2005
Springer
15 years 4 months ago
2005
Springer
Category ranking is the task of ordering labels with respect to their relevance to an input instance. In this paper we describe and analyze several algorithms for online category r...