Communications and Signal Processing Seminar

Name: Attain Optimal Performance by Shifting Your Goals
Start: 2019-05-16T16:00:00-04:00
End: 2019-05-16T17:00:00-04:00
Location: 1005 Dow Building

Events
Communications and Signal Processing Seminar

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Events

Deep Networks from First Principles

Adaptive Design of Switchback Experiments: A Markov Chain Perspective

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

Risk-Sensitive Market Clearing for the Modern Power System

Data-Derived Universal Compression

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

Communication-Efficient Optimization Methods for Federated Learning

MLE and the EM algorithm for Mixtures: Minimax Results

Benign overfitting

Learning is Pruning

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

Reinforcement Learning for Mean Field Games with Strategic Complementarities

Fastest Identification in Linear Systems, Joint work with Yassir Jedra

Partial alignment of sparse random graphs

Connections between Online Learning and Differential Privacy

Approximate planning and learning in partially observed systems

Learning via early stopping and untrained neural nets

Adaptive Discretization For Reinforcement Learning

FAMILY: Foundations and Applications of Machine Intelligence Lab for societY

Heavy-tail Phenomenon in SGD

Not Enough Measurements, Too Many Measurements

Competitive Control via Online Optimization

CANCELED: Seminar by Osman Yagan

CANCELED: Seminar by Aly El Gamal

CANCELLED: Online Optimization and Energy

CANCELED: Seminar by Aylin Yener

CANCELED: Communication-Efficient and Straggler-Resilient Distributed Learning

CANCELED: Seminar by Achilleas Anastasopoulos

(Remote) A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics

CANCELED: Seminar by Mert Gurbuzbalaban

Nonconvex Optimization Meets Statistics: A Few Recent Stories

CANCELLED: Seminar by Paramveer Dhillon

Capacity upper bounds for deletion-type channels

Learning from Multiple Biased Sources

Vehicle-to-Everything Communications

Coding for Non-Stationary Scenarios and Low Capacity Channels

A Framework for Interactive Learning

Derandomized Load Balancing using Random Walks

Image Processing using the Julia Language – A Tutorial

Strategic Information Transmission and Deception

A Structural Result for Personalized PageRank and its Algorithmic Consequences

Extreme Compression in Convex and Non-convex Inverse Problems: Role of Geometry, Priors and Measurement Design

Hyper-parameter Tuning for ML Models: A Monte-Carlo Tree Search (MCTS) Approach

Robustness to Incorrect Models and Approximations in Stochastic Control

How to Multiply Secret Matrices

Prism: Scaling Blockchain Consensus to Its Physical Limits

Leveraging Coding for Distributed Computing

Transport and other Lagrangian Transforms for Signal Processing and Machine Learning

Learning-based Inference for Biomedical Imaging

Online Learning from Preference-Feedback

Attain Optimal Performance by Shifting Your Goals