Communications and Signal Processing Seminar

Name: Invited Speaker “Title and Abstract Forthcoming”
Start: 2025-03-20T16:00:00-04:00
End: 2025-03-20T17:00:00-04:00
Location: 1311 EECS Building

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Communications and Signal Processing Seminar

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Events

Setup Times in Multiserver Systems

On the Emergence of Invariant Low-Dimensional Subspaces in Gradient Descent for Learning Deep Networks

On an Asymptotic Criterion for Blockchain Design

Quantum Signal Processing

Integrated Sensing and Communication: aspects from Information Theory, Communication Theory, and Machine Learning

Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency

Wireless is back: The 6G Revolution Towards Connected Intelligence

Transformers as Support Vector Machines

Theoretical Characterization of Forgetting and Generalization of Continual Learning

How Hessian Structure Explains Mysteries in Sharpness Regularization

Breaking the Sample Size Barrier in Reinforcement Learning via Model-Based Algorithms

Overparameterization and Global Optimality in Nonconvex Low-Rank Matrix Estimation and Optimization

Sparsity for Efficient Long Sequence Generation of LLMs

Rethinking the theoretical foundation of reinforcement learning

(CANCELED) Discrete Optimization for Adversarial Attacks on Large Language Models

Flat Minima Generalize for Low-Rank Matrix Recovery

Towards a Theoretical Understanding of Parameter-Efficient Fine-Tuning (and Beyond)

Accelerated Optimization for Dynamic MRI Reconstruction with Locally Low-Rank Regularizers

Transfer learning for contextual multi-armed bandits

Foundation Models AAA: Acceleration, Application, Adversary

On False Positive Error

Re-engineering the Uplink for Next Generation Multiple Access

Select Topics Associated with 3D Scanning by Means of Structured Light Illumination

Formal privacy guarantees for optimization datasets in power systems

Image Restoration through Inversion by Direct Iteration (InDI)

Distributed learning on correlated data with communication constraints

Cancelled

Edge and IoT-supported Intelligent Augmented Reality: Promise, Challenges, and Solutions

Data-Analytic Opportunities and Challenges in Solar Eruption Forecasting

Stochastic Optimisation Methods Applied to Image Reconstruction: results, software and outlook.

Novel Technologies for Accelerated MRI

Interdependent privacy in third-party apps: past, present, and future

Permutation-Free Kernel Hypothesis Tests

Computational Imaging through Atmospheric Turbulence

A Statistical Framework for Private Personalized Federated Learning and Estimation

Understanding Distribution Learning of Diffusion Models via Low-dimensional Modeling

Approximate independence of permutation mixtures

Toward (Truly) Resilient Computing and Communications in 6G Mobile Systems

Domain Counterfactuals for Explainability, Fairness, and Domain Generalization

Label Noise: Ignorance is Bliss

Deep Representation Interface for Engineering Problems

What’s in my networks? On learned proximals and testing for interpretations

Adventures in PCA for Heterogeneous Data: Optimal Weights and Rank Estimation

Quantum Bayesian Framework for Efficient Storage of Quantum Information

Recent Advances in Average-Reward Restless Bandits

Transformer Meets Nonparametric Kernel Regression

Invited Speaker “Title and Abstract Forthcoming”

Mixed Reality Security and Streaming at the System and Application Levels

Invited Speaker “Title and Abstract Forthcoming”

Invited Speaker “Title and Abstract Forthcoming”