# Log-Linear Models, Extensions, and Applications

Canonical: https://www.bookquiver.com/aleksandr-aravkin/log-linear-models-extensions-and-applications/9780262553469

![Log-Linear Models, Extensions, and Applications](https://quivercdn.com/covers/the-mit-press/aleksandr-aravkin/log-linear-models-extensions-and-applications_978-02-6255-346-9.jpg?v=2026-05-29%2017%3A33%3A34)

- Book: [Log-Linear Models, Extensions, and Applications](https://www.bookquiver.com/aleksandr-aravkin/log-linear-models-extensions-and-applications) ([Log-Linear Models, Extensions, and Applications.md](https://www.bookquiver.com/aleksandr-aravkin/log-linear-models-extensions-and-applications.md))
- Authors: [Aleksandr Aravkin](https://www.bookquiver.com/aleksandr-aravkin), [Anna Choromanska](https://www.bookquiver.com/anna-choromanska), [Li Deng](https://www.bookquiver.com/li-deng), [Georg Heigold](https://www.bookquiver.com/georg-heigold), [Tony Jebara](https://www.bookquiver.com/tony-jebara)
- Publisher: the_mit_press
- ISBN: 978-02-6255-346-9
- Pages: 214
- Published: 2024-12-03
- Language: en_US
- Binding: Softcover

## Description

Advances in training models with log-linear structures, with topics including variable selection, the geometry of neural nets, and applications. Log-linear models play a key role in modern big data and...