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JMLR
2012
13 years 9 months ago
Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
Michael Gutmann, Aapo Hyvärinen
WEA
2009
Springer
126views Algorithms» more  WEA 2009»
16 years 1 months ago
Measuring the Similarity of Geometric Graphs
What does it mean for two geometric graphs to be similar? We propose a distance for geometric graphs that we show to be a metric, and that can be computed by solving an integer li...
Otfried Cheong, Joachim Gudmundsson, Hyo-Sil Kim, ...
ICCS
2004
Springer
15 years 12 months ago
Design of Departmental Metacomputing ML
Abstract. Bulk Synchronous Parallel ML or BSML is a functional dataparallel language for programming bulk synchronous parallel (BSP) algorithms. The execution time can be estimated...
Frédéric Gava
ICALP
2010
Springer
15 years 11 months ago
On p-Optimal Proof Systems and Logics for PTIME
We prove that TAUT has a p-optimal proof system if and only if a logic related to least fixed-point logic captures polynomial time on all finite structures. Furthermore, we show ...
Yijia Chen, Jörg Flum
FPCA
1995
15 years 10 months ago
A Generalization of Exceptions and Control in ML-like Languages
We add functional continuations and prompts to a language with an ML-style type system. The operators signi cantly extend and simplify the control operators in SML/NJ, and can be ...
Carl A. Gunter, Didier Rémy, Jon G. Riecke