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» Eager Markov Chains

106

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PODS
2010
ACM

159views Database» more PODS 2010»

On probabilistic fixpoint and Markov chain query languages

15 years 1 months ago

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We study highly expressive query languages such as datalog, fixpoint, and while-languages on probabilistic databases. We generalize these languages such that computation steps (e....

Daniel Deutch, Christoph Koch, Tova Milo

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PSB
2004

57views Applied Computing» more PSB 2004»

A Markov Chain Approach to Reconstruction of Long Haplotypes

15 years 1 months ago

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Lauri Eronen, Floris Geerts, Hannu Toivonen

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124

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UAI
2001

125views Artificial Intelligence» more UAI 2001»

Markov Chain Monte Carlo using Tree-Based Priors on Model Structure

15 years 1 months ago

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We present a general framework for defining priors on model structure and sampling from the posterior using the Metropolis-Hastings algorithm. The key ideas are that structure pri...

Nicos Angelopoulos, James Cussens

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NIPS
2003

86views Information Technology» more NIPS 2003»

Simplicial Mixtures of Markov Chains: Distributed Modelling of Dynamic User Profiles

15 years 1 months ago