Communications, information theory and signal processing

Bayesian Filtering and Smoothing

Särkkä, Simo
Svensson, Lennart
Published: June 2023Published: May 2023
2nd Edition

Information-theoretic Cryptography

Tyagi, Himanshu
Watanabe, Shun
Published: June 2023Published: March 2023

Introduction to Digital Communications

Stark, Wayne
Published: May 2023Published: March 2023

An Introduction to Optimization on Smooth Manifolds

Boumal, Nicolas
Published: March 2023Published: March 2023Published: March 2023

Inference and Learning from Data

Foundations

Sayed, Ali H.
Published: March 2023Published: February 2023
Volume 1

Inference and Learning from Data

Learning

textbook

Sayed, Ali H.
Published: March 2023Published: February 2023
Volume 3

Inference and Learning from Data

Inference

textbook

Sayed, Ali H.
Published: March 2023Published: February 2023
Volume 2

Inference and Learning from Data

Sayed, Ali H.
Published: March 2023

Age of Information

Foundations and Applications

Pappas, Nikolaos
Abd-Elmagid, Mohamed A.
Zhou, Bo
(+ 2 others)
Published: February 2023Published: February 2023

Mathematical Aspects of Deep Learning

Grohs, Philipp
Kutyniok, Gitta
Published: February 2023Published: December 2022

GNSS Software Receivers

Borre, Kai
Fernández-Hernández, Ignacio
López-Salcedo, José A.
(+ 1 other)
Published: January 2023Published: November 2022

Online Learning and Adaptive Filters

Diniz, Paulo S. R.
Campos, Marcello L. R. de
Martins, Wallace A.
(+ 2 others)
Published: December 2022Published: November 2022

Machine Learning and Wireless Communications

Eldar, Yonina C.
Goldsmith, Andrea
Gündüz, Deniz
(+ 1 other)
Published: November 2022Published: July 2022

Machine Learning for Engineers

textbook

Simeone, Osvaldo
Published: November 2022Published: January 2023

The Science of Deep Learning

Drori, Iddo
Published: November 2022Published: August 2022

Random Matrix Methods for Machine Learning

Couillet, Romain
Liao, Zhenyu
Published: October 2022Published: July 2022

The Fundamentals of Heavy Tails

Properties, Emergence, and Estimation

Nair, Jayakrishnan
Wierman, Adam
Zwart, Bert
Published: September 2022Published: May 2022

Quantum Information and Quantum Optics with Superconducting Circuits

García Ripoll, Juan José
Published: August 2022Published: August 2022

Information Theoretic Perspectives on 5G Systems and Beyond

Marić, Ivana
Shamai (Shitz), Shlomo
Simeone, Osvaldo
Published: July 2022Published: June 2022

Compound Renewal Processes

Borovkov, A. A.
Alimov, Alexey
Published: June 2022Published: June 2022