Sciweavers

2683 search results - page 293 / 537
» Machine learning problems from optimization perspective
Sort
View
ICML
2003
IEEE
16 years 4 months ago
Goal-directed Learning to Fly
Learning to fly an aircraft is a complex task that requires the development of control skills and goal achievement strategies. This paper presents a behavioural cloning system tha...
Andrew Isaac, Claude Sammut
COLT
2006
Springer
15 years 7 months ago
Online Learning with Variable Stage Duration
We consider online learning in repeated decision problems, within the framework of a repeated game against an arbitrary opponent. For repeated matrix games, well known results esta...
Shie Mannor, Nahum Shimkin
FUIN
2006
107views more  FUIN 2006»
15 years 3 months ago
Learning Sunspot Classification
Sunspots are the subject of interest to many astronomers and solar physicists. Sunspot observation, analysis and classification form an important part of furthering the knowledge a...
Trung Thanh Nguyen, Claire P. Willis, Derek J. Pad...
PE
2010
Springer
137views Optimization» more  PE 2010»
15 years 1 months ago
Tail-robust scheduling via limited processor sharing
From a rare events perspective, scheduling disciplines that work well under light (exponential) tailed workload distributions do not perform well under heavy (power) tailed worklo...
Jayakrishnan Nair, Adam Wierman, Bert Zwart
140
Voted
ICML
2003
IEEE
16 years 4 months ago
Exploration and Exploitation in Adaptive Filtering Based on Bayesian Active Learning
In the task of adaptive information filtering, a system receives a stream of documents but delivers only those that match a person's information need. As the system filters i...
Yi Zhang, Wei Xu, James P. Callan