Download e-book for iPad: Algorithmic Advances in Riemannian Geometry and by Hà Quang Minh,Vittorio Murino

By Hà Quang Minh,Vittorio Murino

This booklet provides a range of the newest algorithmic advances in Riemannian geometry within the context of desktop studying, statistics, optimization, computer vision, and similar fields. The unifying subject matter of the several chapters within the book is the exploitation of the geometry of information utilizing the mathematical equipment of Riemannian geometry. As tested via all of the chapters within the publication, whilst the data is intrinsically non-Euclidean, the usage of this geometrical details can lead to greater algorithms that could seize extra competently the buildings inherent in the data, top finally to raised empirical functionality. This e-book isn't meant to be an encyclopedic compilation of the purposes of Riemannian geometry. as a substitute, it focuses on a number of vital examine instructions which are at the moment actively pursued by researchers within the box. those comprise statistical modeling and research on manifolds,optimization on manifolds, Riemannian manifolds and kernel equipment, and dictionary learning and sparse coding on manifolds. Examples of purposes comprise novel algorithms for Monte Carlo sampling and Gaussian blend version becoming,  3D mind photograph analysis,image type, motion popularity, and movement tracking.

Show description

Read Online or Download Algorithmic Advances in Riemannian Geometry and Applications: For Machine Learning, Computer Vision, Statistics, and Optimization (Advances in Computer Vision and Pattern Recognition) PDF

Best mathematical & statistical books

New PDF release: Data Analysis with Open Source Tools: A Hands-On Guide for

Amassing facts is comparatively effortless, yet turning uncooked info into anything beneficial calls for that you simply understand how to extract accurately what you would like. With this insightful ebook, intermediate to skilled programmers attracted to info research will research concepts for operating with facts in a enterprise setting.

Composite Sampling: A Novel Method to Accomplish by Ganapati P. Patil,Sharad D. Gore,Charles Taillie PDF

Sampling includes choice, acquisition, and quantification of part of the inhabitants. whereas choice and acquisition observe to actual sampling devices of the inhabitants, quantification pertains purely to the variable of curiosity, that's a specific attribute of the sampling devices. A sampling approach is predicted to supply a pattern that's consultant with admire to a few distinctive standards.

Download e-book for kindle: Measures of Complexity: Festschrift for Alexey Chervonenkis by Vladimir Vovk,Harris Papadopoulos,Alexander Gammerman

This booklet brings jointly historic notes, stories of study advancements, clean principles on the right way to make VC (Vapnik–Chervonenkis) promises tighter, and new technical contributions within the components of laptop studying, statistical inference, type, algorithmic records, and trend attractiveness.

Get Learn Business Analytics in Six Steps Using SAS and R: A PDF

Follow analytics to enterprise difficulties utilizing very hot software program instruments, SAS and R. regardless of your undefined, this ebook will give you the data and insights you and your small business companions intend to make higher judgements quicker. research company Analytics in Six Steps utilizing SAS and R teaches you the way to resolve difficulties and execute initiatives during the "DCOVA and that i" (Define, acquire, arrange, Visualize, research, and Insights) strategy.

Additional resources for Algorithmic Advances in Riemannian Geometry and Applications: For Machine Learning, Computer Vision, Statistics, and Optimization (Advances in Computer Vision and Pattern Recognition)

Sample text

Download PDF sample

Algorithmic Advances in Riemannian Geometry and Applications: For Machine Learning, Computer Vision, Statistics, and Optimization (Advances in Computer Vision and Pattern Recognition) by Hà Quang Minh,Vittorio Murino


by William
4.3

Rated 4.62 of 5 – based on 28 votes