2683 search results - page 424 / 537 » Machine learning problems from optimization perspective |
117
click to vote
GECCO
2005
Springer
15 years 7 months ago
2005
Springer
In reinforcement learning problems it has been considered that neither exploitation nor exploration can be pursued exclusively without failing at the task. The optimal balance bet...
119
click to vote
IJIT
2004
15 years 3 months ago
2004
This paper reports work done to improve the modeling of complex processes when only small experimental data sets are available. Neural networks are used to capture the nonlinear un...
151
click to vote
SMC
2007
IEEE
15 years 8 months ago
2007
IEEE
—Digitization of production factors, including the knowledge for knowledge workers and consumers, opens almost infinite potential to connect persons, systems, processes, enterpri...
158
click to vote
JMLR
2008
15 years 2 months ago
2008
Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...
109
click to vote
GECCO
2000
Springer
15 years 6 months ago
2000
Springer
This paper investigates fitness sharing in genetic programming. Implicit fitness sharing is applied to populations of programs. Three treatments are compared: raw fitness, pure fi...