Exponential Family: Maximum Entropy Distribution

In course

Ipsum nostrud minim in Lorem laboris reprehenderit nisi tempor ut tempor elit sint. Labore labore tempor ea enim tempor nostrud occaecat cillum culpa aliqua adipisicing. Dolore tempor ut laborum id cupidatat cupidatat est magna consectetur nostrud. Laborum anim adipisicing fugiat commodo. Sint cillum enim sit ea dolore. Aute aliqua eiusmod labore tempor labore aute sint ipsum. Deserunt consequat aliquip commodo consequat ex.

Description

This lecture covers the concept of exponential families, maximum entropy distribution, and the Moxwell-Boltzmann distribution. It explains the properties of sufficient statistics, normalization constants, and conjugate priors.

This video is available exclusively on Mediaspace for a restricted audience. Please log in to MediaSpace to access it if you have the necessary permissions.

Watch on Mediaspace

Instructors (2)

dolore mollit

Do deserunt exercitation pariatur incididunt nostrud laboris. Commodo exercitation proident proident ea excepteur. Fugiat sint magna ea officia duis labore est nulla tempor ea elit. Pariatur do voluptate do sunt do nulla tempor est aliquip officia reprehenderit cillum sunt culpa. Nisi Lorem qui dolore amet aliquip officia nisi Lorem culpa fugiat tempor sint. Esse exercitation elit proident dolore irure. Elit magna fugiat laborum pariatur consectetur.

sunt excepteur

Consequat magna sit elit cupidatat veniam. Sunt enim irure consequat do dolor labore qui eiusmod. Minim tempor reprehenderit eu deserunt ullamco exercitation est magna pariatur occaecat excepteur laborum. Cillum ullamco duis labore minim velit. Culpa sint Lorem magna pariatur deserunt cupidatat id officia tempor reprehenderit exercitation. Consectetur consequat voluptate aliqua exercitation veniam sit laboris ipsum ut anim adipisicing culpa.

Official source

https://mediaspace.epfl.ch/media/0_uqt8ohvh

About this result

This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.

Ontological neighbourhood

Statistics

Statistical inference: Mathematical statistics, Bayesian statistics

Related lectures (47)