Found. Trends Signal Process.

Keyphrases

Publications

volume 18, number 1-2, 2024

Zhijian Ou
Energy-Based Models with Applications to Speech and Language Processing. Found. Trends Signal Process. 18 (1-2) (2024)

volume 18, number 3, 2024

Jeroen Berrevoets, Krzysztof Kacprzyk, Zhaozhi Qian, Mihaela van der Schaar
Causal Deep Learning: Encouraging Impact on Real-world Problems Through Causality. Found. Trends Signal Process. 18 (3) (2024)

volume 17, number 1, 2023

Bennet E. Meyers, Stephen P. Boyd
Signal Decomposition Using Masked Proximal Operators. Found. Trends Signal Process. 17 (1) (2023)

volume 17, number 2, 2023

Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone
Learning with Limited Samples: Meta-Learning and Applications to Communication Systems. Found. Trends Signal Process. 17 (2) (2023)

volume 17, number 3, 2023

Xingchao Jian, Feng Ji, Wee Peng Tay
Generalizing Graph Signal Processing: High Dimensional Spaces, Models and Structures. Found. Trends Signal Process. 17 (3) (2023)

volume 17, number 4, 2023

Nir Shlezinger, Yonina C. Eldar
Model-Based Deep Learning. Found. Trends Signal Process. 17 (4) (2023)

volume 16, number 1-2, 2022

Osvaldo Simeone
An Introduction to Quantum Machine Learning for Engineers. Found. Trends Signal Process. 16 (1-2) (2022)

volume 16, number 3-4, 2022

João B. O. Souza Filho, Lan-Da Van, Tzyy-Ping Jung, Paulo S. R. Diniz
Online Component Analysis, Architectures and Applications. Found. Trends Signal Process. 16 (3-4) (2022)

volume 15, number 2-3, 2022

Caroline Crockett, Jeffrey A. Fessler
Bilevel Methods for Image Reconstruction. Found. Trends Signal Process. 15 (2-3) (2022)

volume 15, number 4, 2022

Henrik Hellström, José Mairton B. da Silva Jr., Mohammad Mohammadi Amiri, Mingzhe Chen, Viktoria Fodor, H. Vincent Poor, Carlo Fischione
Wireless for Machine Learning: A Survey. Found. Trends Signal Process. 15 (4) (2022)

volume 15, number 1, 2021

Catherine Medlock, Alan V. Oppenheim
Operating Characteristics for Classical and Quantum Binary Hypothesis Testing. Found. Trends Signal Process. 15 (1) (2021)

volume 14, number 3-4, 2021

Özlem Tugfe Demir, Emil Björnson, Luca Sanguinetti
Foundations of User-Centric Cell-Free Massive MIMO. Found. Trends Signal Process. 14 (3-4) (2021)

volume 14, number 1-2, 2020

Bracha Laufer-Goldshtein, Ronen Talmon, Sharon Gannot
Data-Driven Multi-Microphone Speaker Localization on Manifolds. Found. Trends Signal Process. 14 (1-2) (2020)

volume 13, number 4, 2020

Anantha K. Karthik, Rick S. Blum
Recent Advances in Clock Synchronization for Packet-Switched Networks. Found. Trends Signal Process. 13 (4) (2020)

volume 13, number 1-2, 2019

Markus Leinonen, Marian Codreanu, Georgios B. Giannakis
Compressed Sensing with Applications in Wireless Networks. Found. Trends Signal Process. 13 (1-2) (2019)

volume 13, number 3, 2019

Michael T. McCann, Michael Unser
Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks. Found. Trends Signal Process. 13 (3) (2019)

volume 12, number 1, 2018

Bernhard Etzlinger, Henk Wymeersch
Synchronization and Localization in Wireless Networks. Found. Trends Signal Process. 12 (1) (2018)

volume 12, number 2, 2018

Lianlin Li, Martin Hurtado, Feng Xu, Bing Chen Zhang, Tian Jin, Tie Jun Xui, Marija Nikolic Stevanovic, Arye Nehorai
A Survey on the Low-Dimensional-Model-based Electromagnetic Imaging. Found. Trends Signal Process. 12 (2) (2018)

volume 12, number 3-4, 2018

Osvaldo Simeone
A Brief Introduction to Machine Learning for Engineers. Found. Trends Signal Process. 12 (3-4) (2018)

volume 11, number 1-2, 2017

Manon Kok, Jeroen D. Hol, Thomas B. Schön
Using Inertial Sensors for Position and Orientation Estimation. Found. Trends Signal Process. 11 (1-2) (2017)

volume 11, number 3-4, 2017

Emil Björnson, Jakob Hoydis, Luca Sanguinetti
Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency. Found. Trends Signal Process. 11 (3-4) (2017)

volume 10, number 4, 2017

Milind S. Gide, Lina J. Karam
Computational Visual Attention Models. Found. Trends Signal Process. 10 (4) (2017)

volume 10, number 1-3, 2016

Thomas Wiegand, Heiko Schwarz
Video Coding: Part II of Fundamentals of Source and Video Coding. Found. Trends Signal Process. 10 (1-3) (2016)

volume 9, number 1-2, 2016

Yiyong Feng, Daniel P. Palomar
A Signal Processing Perspective of Financial Engineering. Found. Trends Signal Process. 9 (1-2) (2016)

volume 9, number 3-4, 2016

Sundeep Prabhakar Chepuri, Geert Leus
Sparse Sensing for Statistical Inference. Found. Trends Signal Process. 9 (3-4) (2016)

volume 8, number 4, 2016

Xiaogang Wang
Deep Learning in Object Recognition, Detection, and Segmentation. Found. Trends Signal Process. 8 (4) (2016)

volume 8, number 1-2, 2015

Jonathan H. Manton, Pierre-Olivier Amblard
A Primer on Reproducing Kernel Hilbert Spaces. Found. Trends Signal Process. 8 (1-2) (2015)

volume 8, number 3, 2015

Ami Wiesel, Teng Zhang
Structured Robust Covariance Estimation. Found. Trends Signal Process. 8 (3) (2015)

volume 7, number 1-2, 2014

Vikram Krishnamurthy, Omid Namvar Gharehshiran, Maziyar Hamdi
Interactive Sensing and Decision Making in Social Networks. Found. Trends Signal Process. 7 (1-2) (2014)

volume 7, number 3-4, 2014

Li Deng, Dong Yu
Deep Learning: Methods and Applications. Found. Trends Signal Process. 7 (3-4) (2014)

volume 6, number 1, 2013

Yariv Ephraim, Brian L. Mark
Bivariate Markov Processes and Their Estimation. Found. Trends Signal Process. 6 (1) (2013)

volume 6, number 2-3, 2013

Donald A. Adjeroh, Tim Bell, Amar Mukherjee
Pattern Matching in Compressed Texts and Images. Found. Trends Signal Process. 6 (2-3) (2013)

volume 6, number 4, 2013

Dongning Guo, Shlomo Shamai (Shitz), Sergio Verdú
The Interplay Between Information and Estimation Measures. Found. Trends Signal Process. 6 (4) (2013)

volume 5, number 1-2, 2012

Zoltan Kato, Josiane Zerubia
Markov Random Fields in Image Segmentation. Found. Trends Signal Process. 5 (1-2) (2012)

volume 5, number 3, 2012

Minh N. Do, Yue M. Lu
Multidimensional Filter Banks and Multiscale Geometric Representations. Found. Trends Signal Process. 5 (3) (2012)

volume 5, number 4, 2012

Nuno Vasconcelos, Manuela Vasconcelos
Minimum Probability of Error Image Retrieval: From Visual Features to Image Semantics. Found. Trends Signal Process. 5 (4) (2012)

volume 4, number 4, 2012

James E. Fowler, Sungkwang Mun, Eric W. Tramel
Block-Based Compressed Sensing of Images and Video. Found. Trends Signal Process. 4 (4) (2012)

volume 4, number 1-2, 2010

Thomas Wiegand, Heiko Schwarz
Source Coding: Part I of Fundamentals of Source and Video Coding. Found. Trends Signal Process. 4 (1-2) (2010)

volume 4, number 3, 2010

Maya R. Gupta, Yihua Chen
Theory and Use of the EM Algorithm. Found. Trends Signal Process. 4 (3) (2010)

volume 3, number 4, 2010

Robert M. Gray
A History of Realtime Digital Speech on Packet Networks: Part II of Linear Predictive Coding and the Internet Protocol. Found. Trends Signal Process. 3 (4) (2010)