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Gaussian Process Regression for Bayesian Machine Learning  eBooks & eLearning

Posted by Sigha at May 31, 2020
Gaussian Process Regression for Bayesian Machine Learning

Gaussian Process Regression for Bayesian Machine Learning
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 48000 Hz, 2ch | Size: 262 MB
Genre: eLearning Video | Duration: 11 lectures (54 mins) | Language: English

Acquire a powerful probabilistic modelling tool for modern machine learning, with fundamentals and application in Python.

Gaussian and Non-Gaussian Linear Time Series and Random Fields (Repost)  eBooks & eLearning

Posted by AvaxGenius at Sept. 14, 2020
Gaussian and Non-Gaussian Linear Time Series and Random Fields (Repost)

Gaussian and Non-Gaussian Linear Time Series and Random Fields by Murray Rosenblatt
English | PDF | 2000 | 252 Pages | ISBN : 1461270677 | 14.94 MB

Much of this book is concerned with autoregressive and moving av­ erage linear stationary sequences and random fields. These models are part of the classical literature in time series analysis, particularly in the Gaussian case.

Gaussian Process Regression Analysis for Functional Data (Repost)  eBooks & eLearning

Posted by DZ123 at Nov. 5, 2019
Gaussian Process Regression Analysis for Functional Data (Repost)

Jian Qing Shi, Taeryon Choi, "Gaussian Process Regression Analysis for Functional Data"
English | 2011 | ISBN: 1439837732 | PDF | pages: 214 | 2.1 mb

Modelling and Control of Dynamic Systems Using Gaussian Process Models (Repost)  eBooks & eLearning

Posted by DZ123 at Nov. 26, 2019
Modelling and Control of Dynamic Systems Using Gaussian Process Models (Repost)

Juš Kocijan, "Modelling and Control of Dynamic Systems Using Gaussian Process Models"
English | 2015 | ISBN: 3319210203 | PDF | pages: 281 | 5.0 mb

Statistical Mechanics for Athermal Fluctuation: Non-Gaussian Noise in Physics  eBooks & eLearning

Posted by AvaxGenius at Nov. 21, 2017
Statistical Mechanics for Athermal Fluctuation: Non-Gaussian Noise in Physics

Statistical Mechanics for Athermal Fluctuation: Non-Gaussian Noise in Physics By Kiyoshi Kanazawa
English | PDF,EPUB | 2017 | 231 Pages | ISBN : 9811063303 | 10.96 MB

The author investigates athermal fluctuation from the viewpoints of statistical mechanics in this thesis. Stochastic methods are theoretically very powerful in describing fluctuation of thermodynamic quantities in small systems on the level of a single trajectory and have been recently developed on the basis of stochastic thermodynamics. This thesis proposes, for the first time, a systematic framework to describe athermal fluctuation, developing stochastic thermodynamics for non-Gaussian processes, while thermal fluctuations are mainly addressed from the viewpoint of Gaussian stochastic processes in most of the conventional studies.

Large Deviations for Gaussian Queues: Modelling Communication Networks (Repost)  eBooks & eLearning

Posted by step778 at July 23, 2018
Large Deviations for Gaussian Queues: Modelling Communication Networks (Repost)

Michel Mandjes, "Large Deviations for Gaussian Queues: Modelling Communication Networks"
2007 | pages: 339 | ISBN: 0470015233 | PDF | 2,1 mb

Topics in Occupation Times and Gaussian Free Fields (Repost)  eBooks & eLearning

Posted by insetes at July 27, 2018
Topics in Occupation Times and Gaussian Free Fields (Repost)

Topics in Occupation Times and Gaussian Free Fields By Alain-Sol Sznitman
2012 | 122 Pages | ISBN: 3037191090 | PDF | 2 MB

Generalized Gaussian Error Calculus (Repost)  eBooks & eLearning

Posted by AvaxGenius at Sept. 29, 2019
Generalized Gaussian Error Calculus (Repost)

Generalized Gaussian Error Calculus by Michael Grabe
English | PDF | 2010 | 298 Pages | ISBN : 3642033040 | 4.85 MB

For the first time in 200 years Generalized Gaussian Error Calculus addresses a rigorous, complete and self-consistent revision of the Gaussian error calculus. Since experimentalists realized that measurements in general are burdened by unknown systematic errors, the classical, widespread used evaluation procedures scrutinizing the consequences of random errors alone turned out to be obsolete. As a matter of course, the error calculus to-be, treating random and unknown systematic errors side by side, should ensure the consistency and traceability of physical units, physical constants and physical quantities at large.

Gaussian Measures in Hilbert Space: Construction and Properties  eBooks & eLearning

Posted by roxul at Dec. 28, 2019
Gaussian Measures in Hilbert Space: Construction and Properties

Alexander Kukush, "Gaussian Measures in Hilbert Space: Construction and Properties"
English | ISBN: 1786302675 | 2020 | 272 pages | PDF | 3 MB

Gaussian Capacity Analysis (Repost)  eBooks & eLearning

Posted by AvaxGenius at Aug. 25, 2019
Gaussian Capacity Analysis (Repost)

Gaussian Capacity Analysis by Liguang Liu
English | EPUB | 2018 | 115 Pages | ISBN : 3319950398 | 9.54 MB

This monograph develops the Gaussian functional capacity theory with applications to restricting the Gaussian Campanato/Sobolev/BV space. Included in the text is a new geometric characterization of the Gaussian 1-capacity and the Gaussian Poincare 1-inequality. Applications to function spaces and geometric measures are also presented. This book will be of use to researchers who specialize in potential theory, elliptic differential equations, functional analysis, probability, and geometric measure theory.