An Introduction to Lifted Probabilistic Inference 9780262366182, 2020040684, 9780262542593

An Introduction to Lifted Probabilistic Inference (Neural Information Processing series) 0262542595, 9780262542593

Recent advances in the area of lifted inference, which exploits the structure inherent in relational probabilistic model

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An introduction to probabilistic number theory

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Arithmetic Randonn´ ee An introduction to probabilistic number theory

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An Introduction To Statistical Inference and Data Analysis

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Probabilistic Machine Learning: An Introduction [Illustrated]

In 2012, I published a 1200-page book called “Machine learning: a probabilistic perspective”, whichprovided a fairly com

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An introduction to Bayesian inference in econometrics 9780471169376, 0471169374

This is a classical reprint edition of the original 1971 edition of An Introduction to Bayesian Inference in Economics.

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Argument & Inference: An Introduction to Inductive Logic 2016017246, 9780262035255

206 83 5MB Read more

Probabilistic Inference Using Markov Chain Monte Carlo Methods

In this review, I outline the role of probabilistic inference in artificial intelligence, present the theory of Markov c

469 28 1MB Read more

Automating Inference, Learning, and Design using Probabilistic Programming

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Bayesian inference for probabilistic risk assessment 9781849961868, 9781849961875

378 57 2MB Read more