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NLPRS
2001
Springer
13 years 12 months ago
A Simple Closed-Class/Open-Class Factorization for Improved Language Modeling
We describe a simple improvement to ngram language models where we estimate the distribution over closed-class (function) words separately from the conditional distribution of ope...
Fuchun Peng, Dale Schuurmans
ECML
2003
Springer
14 years 23 days ago
Support Vector Machines with Example Dependent Costs
Abstract. Classical learning algorithms from the fields of artificial neural networks and machine learning, typically, do not take any costs into account or allow only costs depe...
Ulf Brefeld, Peter Geibel, Fritz Wysotzki
PLPV
2009
ACM
14 years 4 months ago
Type invariants for Haskell
Haskell’s multi-parameter type classes, together with functional dependencies, allow the specification of complex type-level opera
Tom Schrijvers, Louis-Julien Guillemette, Stefan M...
IPCO
1996
89views Optimization» more  IPCO 1996»
13 years 8 months ago
On Dependent Randomized Rounding Algorithms
In recent years, approximation algorithms based on randomized rounding of fractional optimal solutions have been applied to several classes of discrete optimization problems. In t...
Dimitris Bertsimas, Chung-Piaw Teo, Rakesh Vohra
FM
2009
Springer
190views Formal Methods» more  FM 2009»
14 years 2 months ago
Dynamic Classes: Modular Asynchronous Evolution of Distributed Concurrent Objects
Abstract. Many long-lived and distributed systems must remain available yet evolve over time, due to, e.g., bugfixes, feature extensions, or changing user requirements. To facilit...
Einar Broch Johnsen, Marcel Kyas, Ingrid Chieh Yu