890 search results - page 34 / 178 » Large Scale Online Learning |
137
click to vote
UAI
2008
15 years 3 months ago
2008
Model-based Bayesian reinforcement learning has generated significant interest in the AI community as it provides an elegant solution to the optimal exploration-exploitation trade...
109
Voted
ICML
2004
IEEE
16 years 2 months ago
2004
IEEE
We present an algorithmic framework for supervised classification learning where the set of labels is organized in a predefined hierarchical structure. This structure is encoded b...
123
click to vote
ICML
1994
IEEE
15 years 5 months ago
1994
IEEE
Model selection is important in many areas of supervised learning. Given a dataset and a set of models for predicting with that dataset, we must choose the model which is expected...
129
click to vote
ICIP
2001
IEEE
16 years 3 months ago
2001
IEEE
Large margin classifiers have demonstrated their advantages in many visual learning tasks, and have attracted much attention in vision and image processing communities. In this pa...
153
click to vote
MMAS
2011
Springer
14 years 9 months ago
2011
Springer
While existing mathematical descriptions can accurately account for phenomena at microscopic scales (e.g. molecular dynamics), these are often high-dimensional, stochastic and thei...