1080 search results - page 1 / 216 » Hedging predictions in machine learning |
CORR
2006
Springer
15 years 2 months ago
2006
Springer
124
Voted
COLT
2010
Springer
15 years 5 days ago
2010
Springer
We develop an online algorithm called Component Hedge for learning structured concept classes when the loss of a structured concept sums over its components. Example classes inclu...
89
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
In non-cooperative multi-agent situations, there cannot exist a globally optimal, yet opponent-independent learning algorithm. Regret-minimization over a set of strategies optimiz...
93
Voted
ICML
2009
IEEE
14 years 12 months ago
2009
IEEE
91
Voted
ALT
2006
Springer
15 years 11 months ago
2006
Springer
