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ICML
2005
IEEE
16 years 7 months ago
Unifying the error-correcting and output-code AdaBoost within the margin framework
In this paper, we present a new interpretation of AdaBoost.ECC and AdaBoost.OC. We show that AdaBoost.ECC performs stage-wise functional gradient descent on a cost function, defin...
Yijun Sun, Sinisa Todorovic, Jian Li, Dapeng Wu
POPL
2009
ACM
16 years 7 months ago
Automatic modular abstractions for linear constraints
c Modular Abstractions for Linear Constraints David Monniaux VERIMAG June 27, 2008 se a method for automatically generating abstract transformers for static by abstract interpreta...
David Monniaux
ICLP
2009
Springer
16 years 7 months ago
Using Histograms to Better Answer Queries to Probabilistic Logic Programs
Probabilistic logic programs (PLPs) define a set of probability distribution functions (PDFs) over the set of all Herbrand interpretations of the underlying logical language. When...
Matthias Broecheler, Gerardo I. Simari, V. S. Subr...
ICFP
2002
ACM
16 years 6 months ago
Typing dynamic typing
Even when programming in a statically typed language we every now and then encounter statically untypable values; such values result from interpreting values or from communicating...
Arthur I. Baars, S. Doaitse Swierstra
PPPJ
2009
ACM
16 years 1 months ago
Lazy continuations for Java virtual machines
Continuations, or ’the rest of the computation’, are a concept that is most often used in the context of functional and dynamic programming languages. Implementations of such ...
Lukas Stadler, Christian Wimmer, Thomas Würth...