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142
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JMLR
2010
173views more  JMLR 2010»
14 years 8 months ago
Elliptical slice sampling
Many probabilistic models introduce strong dependencies between variables using a latent multivariate Gaussian distribution or a Gaussian process. We present a new Markov chain Mo...
Iain Murray, Ryan Prescott Adams, David J. C. MacK...
106
Voted
JMLR
2010
93views more  JMLR 2010»
14 years 8 months ago
Distinguishing between cause and effect
We propose a novel method for inferring whether X causes Y or vice versa from joint observations of X and Y . The basic idea is to model the observed data using probabilistic late...
Joris M. Mooij, Dominik Janzing
97
Voted
JSYML
2010
78views more  JSYML 2010»
14 years 8 months ago
A characterization of the 0-basis homogeneous bounding degrees
We say a countable model A has a 0-basis if the types realized in A are uniformly computable. We say A has a (d-)decidable copy if there exists a model B = A such that the element...
Karen Lange
ICASSP
2011
IEEE
14 years 4 months ago
Fast discriminative speaker verification in the i-vector space
This work presents a new approach to discriminative speaker verification. Rather than estimating speaker models, or a model that discriminates between a speaker class and the cla...
Sandro Cumani, Niko Brümmer, Lukas Burget, Pi...
92
Voted
MMM
2005
Springer
144views Multimedia» more  MMM 2005»
15 years 6 months ago
Generative Sound Models
An overview of generative sound models is presented. We discuss the benefits they offer in a variety of media contexts including indexing and retrieval, compression, sonification,...
Lonce L. Wyse