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NIPS
2008
13 years 10 months ago
Evaluating probabilities under high-dimensional latent variable models
We present a simple new Monte Carlo algorithm for evaluating probabilities of observations in complex latent variable models, such as Deep Belief Networks. While the method is bas...
Iain Murray, Ruslan Salakhutdinov
ICC
2007
IEEE
137views Communications» more  ICC 2007»
14 years 2 months ago
On the Simulation of Tikhonov Random Processes
Abstract— A novel, simple and efficient method for the generation of Tikhonov (a.k.a. von Mises) random variates is proposed. In the proposed method, circular variates of a pres...
Giuseppe Thadeu Freitas de Abreu
PVLDB
2010
98views more  PVLDB 2010»
13 years 7 months ago
On-the-Fly Entity-Aware Query Processing in the Presence of Linkage
Entity linkage is central to almost every data integration and data cleaning scenario. Traditional techniques use some computed similarity among data structure to perform merges a...
Ekaterini Ioannou, Wolfgang Nejdl, Claudia Nieder&...
ICCBR
2009
Springer
14 years 3 months ago
Case-Based Reasoning for Situation-Aware Ambient Intelligence: A Hospital Ward Evaluation Study
Abstract. Ambient intelligent systems are defined as being able to perceive their environment, being aware of the presence of people and other agents, and respond intelligently to...
Anders Kofod-Petersen, Agnar Aamodt
PEPM
1994
ACM
14 years 20 days ago
Dictionary-Free Overloading by Partial Evaluation
One of the most novel features in the functional programming language Haskell is the system of type classes used to support a combination of overloading and polymorphism. Current ...
Mark P. Jones