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ECE Communications and Signal Processing

CSP Seminar Series

The Communications and Signal Processing (CSP) Seminars feature invited speakers that span the areas of Network, Communication, and Information Systems and Signal & Image Processing and Machine Learning.

Areas of focus include: Algorithmic Game Theory, Communications, Data Science (theory + applied), Economics, Machine Learning, Networks, Network Science, Portfolio Management, Reinforcement Learning

Watch past lectures on the CSP Youtube Channel here.

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Upcoming Seminars

Communications and Signal Processing Seminar

Flat Minima Generalize for Low-Rank Matrix Recovery

Lijun Ding, Post-Doctoral Scholar, Institute for Foundations of Data Science (IFDS), University of Wisconsin

3:30pm – 5:00pm in 3427 EECS Building

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Past Seminars

Communications and Signal Processing Seminar

Data-Centric Networking: Theory, Algorithms and Applications

Edmund Yeh, Professor of Electrical and Computer Engineering, Northeastern University

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Generalization and Inductive Bias in Neural Networks

Cengiz Pehlevan, Assistant Professor of Applied Mathematics, Harvard University

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Finding Global Minima via Kernel Approximations

Francis Bach, Researcher at INRIA, École normale supérieure – PSL

12:00pm – 1:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Learning More from the Past: Offline Batch RL

Emma Brunskill, Associate Professor of Computer Science, Stanford University

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Spectrum Sharing for 5G and Beyond: A Network Economics View

Randall Berry, Chair and John A. Dever Professor Department of Electrical and Computer Engineering, Northwestern University

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Interactive Communications

Natasha Devroye, Professor, Department of Electrical and Computer Engineering, University of Illinois, Chicago

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Communication and Sensing: From Compressed Sampling to Model-based Deep Learning

Yonina Eldar, Professor of Electrical Engineering, Weizmann; Faculty of Mathematics and Computer Science; Dorothy and Patrick Gorman Professorial Chair; Head of Biomedical Engineering and Signal Processing Center, Weizmann Institute of Science

11:00am – 12:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Social Learning in Multi-Agent, Multi-Armed Bandits

Ayalvadi Ganesh, Associate Professor, School of Mathematics, University of Bristol, United Kingdom

9:30am – 10:30am in Remote/Virtual

Communications and Signal Processing Seminar

Secure Model Aggregation in Federated Learning

Salman Avestimehr, Dean’s Professor of Electrical and Computer Engineering, University of Southern California

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Database Alignment: Fundamental Limits and Efficient Algorithms

Negar Kiyavash, Associate Professor, Chair of Business Analytics, École polytechnique fédérale de Lausanne (EPFL), Switzerland

9:30am – 10:30am in Remote/Virtual

Communications and Signal Processing Seminar

Towards Model Agnostic Robustness

Sujay Sanghavi, Associate Professor of Electrical and Computer Engineering, University of Texas at Austin

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces

Chi Jin, Assistant Professor of Electrical and Computer Engineering, Princeton University

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

How to Schedule Near-Optimally under Real-World Constraints

Ziv Scully, Ph.D. Candidate, Computer Science, Carnegie Mellon University

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Multiclass and Multi-Label Learning with General Losses: What is the Right Output Coding and Decoding?

Shivani Agarwal, Rachleff Family Associate Professor of Computer and Information Science, University of Pennsylvania

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Deep Networks from First Principles

Yi Ma, Professor, Electrical Engineering and Computer Sciences, University of California, Berkeley

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Adaptive Design of Switchback Experiments: A Markov Chain Perspective

Ramesh Johari, Professor of Management Science and Engineering, Stanford University

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Postponed: Seminar by Aylin Yener, ECE/CSE/IE @ OSU

Aylin Yener, Professor, Electrical and Computer Engineering, The Ohio State University

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Risk-Sensitive Market Clearing for the Modern Power System

Subhonmesh Bose, Assistant Professor, Electrical & Computer Engineering, University of Illinois Urbana-Champaign

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Data-Derived Universal Compression

Venkat Anantharam, Professor, Electrical Engineering and Computer Science, UC Berkeley

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent State

Ben Van Roy, Professor, EE, MSE Stanford University

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Communication-Efficient Optimization Methods for Federated Learning

Gauri Joshi, Assistant Professor, Electrical and Computer Engineering, Carnegie Mellon University

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

MLE and the EM algorithm for Mixtures: Minimax Results

Constantine Caramanis, Professor, Electrical and Computer Engineering, The University of Texas at Austin

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Benign overfitting

Peter Bartlett, Professor, Computer Science and Statistics, UC Berkeley

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Learning is Pruning

Dimitris Papailiopoulos, Assistant Professor, Electrical and Computer Engineering, University of Wisconsin-Madison

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

A Lyapunov Theory for Finite-Sample Guarantees of Asynchronous, Value-Based Reinforcement Learning Algorithms

Siva Theja Maguluri , Fouts Family Early Career Professor and Assistant Professor, ISYE @ Georgia Tech

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Variations on a theme of Watkins

Vivek Borkar, Professor, Indian Institute of Technology, Mumbai, India

9:30am – 10:30am

Communications and Signal Processing Seminar

Reinforcement Learning for Mean Field Games with Strategic Complementarities

Srinivas Shakkottai, Professor, Department of Electrical and Computer Engineering Texas A&M University

4:00pm – 5:00pm in Remote/Virtual

Communications and Signal Processing Seminar

Fastest Identification in Linear Systems, Joint work with Yassir Jedra

Alexandre Proutiere, Professor, KTH Division of Decision and Control Systems

9:30am – 10:30am in Remote/Virtual

Communications and Signal Processing Seminar

Partial alignment of sparse random graphs

Laurent Massoulie, Professor, Research Director, Microsoft Research-Inria Joint Centre

9:30am – 10:30am in Remote/Virtual

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