1034 search results - page 170 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
142
Voted
ALT
1999
Springer
15 years 4 months ago
1999
Springer
We are concerned with the problem of sequential prediction using a givenhypothesis class of continuously-manyprediction strategies. An e ectiveperformance measure is the minimax re...
CIKM
2009
Springer
15 years 4 months ago
2009
Springer
In some retrieval situations, a system must search across multiple collections. This task, referred to as federated search, occurs for example when searching a distributed index o...
117
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Many applications require optimizing an unknown, noisy function that is expensive to evaluate. We formalize this task as a multiarmed bandit problem, where the payoff function is ...
115
click to vote
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Approximate dynamic programming has been used successfully in a large variety of domains, but it relies on a small set of provided approximation features to calculate solutions re...
104
click to vote
ICCV
2009
IEEE
16 years 5 months ago
2009
IEEE
Random Forests (RFs) have become commonplace
in many computer vision applications. Their
popularity is mainly driven by their high computational
efficiency during both training ...