2665 search results - page 389 / 533 » Bundle Methods for Machine Learning |
148
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COLT
2010
Springer
15 years 5 days ago
2010
Springer
We study graph estimation and density estimation in high dimensions, using a family of density estimators based on forest structured undirected graphical models. For density estim...
77
Voted
HCI
2009
14 years 12 months ago
2009
We discuss the physiological metrics that can be measured with electroencephalography (EEG) and functional near infrared spectroscopy (fNIRs). We address the functional and practic...
135
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COLT
2010
Springer
14 years 11 months ago
2010
Springer
We consider a bandit problem which involves sequential sampling from two populations (arms). Each arm produces a noisy reward realization which depends on an observable random cov...
132
Voted
ML
2010
ACM
14 years 9 months ago
2010
ACM
Traditional classification methods assume that the training and the test data arise from the same underlying distribution. However, in several adversarial settings, the test set is...
113
Voted
PKDD
2009
Springer
15 years 8 months ago
2009
Springer
A core problem in data mining is to retrieve data in a easy and human friendly way. Automatically translating natural language questions into SQL queries would allow for the design...