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» Optimization of Convex Risk Functions
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MLG
2007
Springer
13 years 12 months ago
A Universal Kernel for Learning Regular Languages
We give a universal kernel that renders all the regular languages linearly separable. We are not able to compute this kernel efficiently and conjecture that it is intractable, but...
Leonid Kontorovich
MANSCI
2008
169views more  MANSCI 2008»
13 years 5 months ago
Service Adoption and Pricing of Content Delivery Network (CDN) Services
Content Delivery Networks (CDNs) are a vital component of the Internet's content delivery value chain, servicing nearly a third of the Internet's most popular content si...
Kartik Hosanagar, John C.-I. Chuang, Ramayya Krish...
JMLR
2008
168views more  JMLR 2008»
13 years 5 months ago
Max-margin Classification of Data with Absent Features
We consider the problem of learning classifiers in structured domains, where some objects have a subset of features that are inherently absent due to complex relationships between...
Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbe...