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» Learning with the Set Covering Machine
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ICML
2008
IEEE
14 years 10 months ago
No-regret learning in convex games
Quite a bit is known about minimizing different kinds of regret in experts problems, and how these regret types relate to types of equilibria in the multiagent setting of repeated...
Geoffrey J. Gordon, Amy R. Greenwald, Casey Marks
ICML
2005
IEEE
14 years 10 months ago
Learning class-discriminative dynamic Bayesian networks
In many domains, a Bayesian network's topological structure is not known a priori and must be inferred from data. This requires a scoring function to measure how well a propo...
John Burge, Terran Lane
BPM
2009
Springer
145views Business» more  BPM 2009»
14 years 3 months ago
Effect of Using Automated Auditing Tools on Detecting Compliance Failures in Unmanaged Processes
The effect of using automated auditing tools to detect compliance failures in unmanaged business processes is investigated. In the absence of a process execution engine, compliance...
Yurdaer N. Doganata, Francisco Curbera
ECML
2006
Springer
14 years 26 days ago
Margin-Based Active Learning for Structured Output Spaces
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
Dan Roth, Kevin Small
ALT
2009
Springer
14 years 16 days ago
Learning and Domain Adaptation
Domain adaptation is a fundamental learning problem where one wishes to use labeled data from one or several source domains to learn a hypothesis performing well on a different, y...
Yishay Mansour