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NIPS
2001
15 years 5 months ago
Kernel Machines and Boolean Functions
We give results about the learnability and required complexity of logical formulae to solve classification problems. These results are obtained by linking propositional logic with...
Adam Kowalczyk, Alex J. Smola, Robert C. Williamso...
CORR
2007
Springer
83views Education» more  CORR 2007»
15 years 4 months ago
Capacity of a Class of Modulo-Sum Relay Channels
—This paper characterizes the capacity of a class of modulo additive noise relay channels, in which the relay observes a corrupted version of the noise and has a separate channel...
Marko Aleksic, Peyman Razaghi, Wei Yu
JMLR
2006
105views more  JMLR 2006»
15 years 4 months ago
Some Theory for Generalized Boosting Algorithms
We give a review of various aspects of boosting, clarifying the issues through a few simple results, and relate our work and that of others to the minimax paradigm of statistics. ...
Peter J. Bickel, Yaacov Ritov, Alon Zakai
SIGIR
2002
ACM
15 years 4 months ago
Novelty and redundancy detection in adaptive filtering
This paper addresses the problem of extending an adaptive information filtering system to make decisions about the novelty and redundancy of relevant documents. It argues that rel...
Yi Zhang 0001, James P. Callan, Thomas P. Minka
JCIT
2010
158views more  JCIT 2010»
14 years 11 months ago
Improvement of a Secure Convex Hull Two-Party Computation Protocol
In 2008, Wang et. al. first investigate a sort of specific secure multi-party computation--secure convex hull two-party computation, and construct two protocols based on Gift wrap...
Wenjie Zhao, Mingxing He