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125
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ALT
2003
Springer
15 years 8 months ago
Efficiently Learning the Metric with Side-Information
Abstract. A crucial problem in machine learning is to choose an appropriate representation of data, in a way that emphasizes the relations we are interested in. In many cases this ...
Tijl De Bie, Michinari Momma, Nello Cristianini
163
Voted
TIC
2000
Springer
137views System Software» more  TIC 2000»
15 years 8 months ago
Scalable Certification for Typed Assembly Language
Abstract. A type-based certifying compiler maps source code to machine code and target-level type annotations. The target-level annotations make it possible to prove easily that th...
Dan Grossman, J. Gregory Morrisett
ICIA
2007
15 years 7 months ago
Learning Interaction between Conflicting Human Agents and Their Assistants
We build the generic methodology based on machine learning and reasoning to detect the patterns of interaction between conflicting agents, including humans and their assistants. L...
Boris Galitsky, Boris Kovalerchuk
BMCBI
2008
163views more  BMCBI 2008»
15 years 5 months ago
i-SEGOPubmed: a web interface for semantic enabled browsing of PubMed using Gene Ontology
imately 20 million abstracts. Browsing such a huge repository to find relevant information as well as providing elearning service requires new generation of interfaces. Methods suc...
Mohammed Yeasin, Bhanu Vanteru, Jahangheer S. Shai...
SIAMCOMP
2002
124views more  SIAMCOMP 2002»
15 years 4 months ago
The Nonstochastic Multiarmed Bandit Problem
Abstract. In the multiarmed bandit problem, a gambler must decide which arm of K nonidentical slot machines to play in a sequence of trials so as to maximize his reward. This class...
Peter Auer, Nicolò Cesa-Bianchi, Yoav Freun...