966 search results - page 30 / 194 » A Two-Level Learning Method for Generalized Multi-instance P... |
121
click to vote
ICML
2009
IEEE
16 years 3 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...
121
click to vote
ICDAR
2003
IEEE
15 years 7 months ago
2003
IEEE
A class-modular generalized learning vector quantization (GLVQ) ensemble method with outlier learning for handwritten digit recognition is proposed. A GLVQ classifier is one of d...
113
click to vote
COLT
2008
Springer
15 years 4 months ago
2008
Springer
We introduce an efficient algorithm for the problem of online linear optimization in the bandit setting which achieves the optimal O ( T) regret. The setting is a natural general...
129
click to vote
ICML
2001
IEEE
16 years 3 months ago
2001
IEEE
Hierarchical reinforcement learning (RL) is a general framework which studies how to exploit the structure of actions and tasks to accelerate policy learning in large domains. Pri...
103
click to vote
ICML
2002
IEEE
16 years 3 months ago
2002
IEEE
In this paper, we present a general machine learning approach to the problem of deciding when to share probabilistic beliefs between agents for distributed monitoring. Our approac...