Signal Processing for Beyond 5G Communications

Emil Björnson
Linköping University

AMP and other Approximate Bayesian Inference Techniques

Dirk Slock

Deep Graph Learning

Sundeep Prabhakar Chepuri, Santiago Segarra, Antonio G. Marques, Zheng Zhang 
Indian Institute of Science, Rice University, King Juan Carlos University, Amazon AWS Shanghai AI lab and NYU Shanghai

Model Based Deep Learning

Yonina C Eldar, Ruud JG van Sloun
Weizmann institute of science, Eindhoven University of technology

End-to-End Approaches for Spoken Language Understanding

Ryan Price, Yao Qian, Mirco Ravanelli, Vikrant Singh Tomar         Interactions, Educational Testing Service (ETS), Inc.

Signal Processing Methods for Finance Applications

Ali N. Akansu, Anthony G. Constantinides, Daniel P. Palomar New Jersey Institute of Technology, Imperial College (London), Hong Kong Univ. of Science and Technology

Anomaly Detection and Intent Inference in Object Tracking

Bashar Ahmad, Simon Godsill, Peter Willett                                        THALES, University of Cambridge, University of Connecticut

Signal Processing Education: Trends and Innovations

Anubha Gupta

A Signal-Processing View of Graph Neural Networks

Siheng Chen, Pin-Yu Chen, Antonio Ortega
Mitsubishi Electric Research Laboratories, IBM Research, University of Southern California

Hardware-Efficient Large-Scale Antenna Arrays: The Stage for Symbol-Level Precoding

Ang Li, Christos Masouros
The University of Sydney, University College London

Machine Learning for Communications (MLC)

Marios Kountouris

Machine Learning for Physical Layer Security and Privacy

Rick Fritschek, Rafael Schaefer, Gerhard Wunder
Technische Universität Berlin, Freie Universität Berlin

Signal Processing for Emerging Wireless Hardware Architectures

George C. Alexandropoulos, Ralf R. Müller
National and Kapodistrian University of Athens, Friedrich-Alexander Universität Erlangen-Nürnberg

Unconventional Sensing

Ayush Bhandari, Thierry Blu
Imperial College, Chinese University of Hong Kong

Learning and Optimization in Non-Convex Environments

Stefan Vlaski, Soummya Kar, Ali H. Sayed
Technical University Darmstadt, Carnegie Mellon university, École polytechnique fédérale de Lausanne (EPFL)

Sustainable Networking and Computing through Machine Learning

Paolo Dini, Michela Meo, Michele Rossi
Centre Tecnològic Telecomunicacions Catalunya (CTTC), Politecnico di Torino, University of Padova

Signal Processing for IoT

Petros Spachos, Konstantinos Plataniotis, Inbar Fijalkow
University of Guelph, University of Toronto, ENSEA

Advances in Low-Resolution Sampling and Signal Processing

Jian Li, Lee Swindlehurst, Mojtaba Soltanalian
University of Florida, University of Illinois at Chicago

Learning Based Inversion

Emilie Chouzenoux, Angshul Majumdar
CentraleSupelec, Univ. Paris Saclay, Institute of Information Technology Delhi

Neural and Audio Signal Processing for Hearing Devices

Waldo Nogueira, Simon Doclo
Medical University Hannover, University of Oldenburg

Signal Processing for Sensing, Information Fusion, and Situational Awareness in Autonomous Systems

Zak (Zaher) M. Kassas
University of California, Irvine

Random Matrix Theory and High-Dimensional Statistical Signal Processing

Pascal Vallet
Institut polytechnique de Bordeaux

Active control of acoustic noise over spatial regions

Thushara D. Abhayapala, Yuki Mitsufuji
Australian National University (ANU), University of Tokyo and Sony Corporation

Advances in signal processing for environmental studies

Hagit Messer
Tel Aviv University

Spike-based Neuromorphic Information Representation, Processing, and Learning

Osvaldo Simeone, Yiannis Andreopoulos
King’s College London, University College London

Signal Processing and Machine Learning for Satellite and Space Communications

Miguel Ángel Vázquez, Bhavani Shankar
Centre Tecnològic Telecomunicacions Catalunya (CTTC), SnT University of Luxembourg

Distributed Machine Learning on Wireless Networks

H. Vincent Poor, Wojciech Samek
Princeton University, HHI Fraunhofer

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