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COLT
2007
Springer
15 years 11 months ago
Minimax Bounds for Active Learning
This paper analyzes the potential advantages and theoretical challenges of “active learning” algorithms. Active learning involves sequential sampling procedures that use infor...
Rui Castro, Robert D. Nowak
CONCUR
2007
Springer
15 years 11 months ago
Solving Games Via Three-Valued Abstraction Refinement
Games via Three-Valued Abstraction Refinement Luca de Alfaro, Pritam Roy PII: S0890-5401(10)00018-0 DOI: 10.1016/j.ic.2009.05.007 Reference: YINCO 3711 To appear in: Information an...
Luca de Alfaro, Pritam Roy
PERVASIVE
2007
Springer
15 years 11 months ago
Using Ground Reaction Forces from Gait Analysis: Body Mass as a Weak Biometric
Ground reaction forces generated during normal walking have recently been used to identify and/or classify individuals based upon the pattern of the forces observed over time. One ...
Jam Jenkins, Carla Schlatter Ellis
PKDD
2007
Springer
91views Data Mining» more  PKDD 2007»
15 years 11 months ago
Domain Adaptation of Conditional Probability Models Via Feature Subsetting
The goal in domain adaptation is to train a model using labeled data sampled from a domain different from the target domain on which the model will be deployed. We exploit unlabel...
Sandeepkumar Satpal, Sunita Sarawagi
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SSS
2007
Springer
15 years 11 months ago
The Truth System: Can a System of Lying Processes Stabilize?
We introduce a new abstract system, called the truth system. In the truth system, a process deduces a true value, with high probability, from an incoming stream of both true and fa...
Mohamed G. Gouda, Yan Li