Scholars@Duke
Galen Reeves

Galen Reeves

Associate Professor in the Department of Electrical and Computer Engineering
Electrical and Computer Engineering
galen.reeves@duke.edu
140 Science Dr., 321 Gross Hall, Durham, NC 27708

Research Interests

Information theory, high-dimensional statistical inference, statistical signal processing, compressed sensing, machine learning

Selected Grants

CAREER: Theoretical Foundations for Probabilistic Models with Dense Random Matrices

ResearchPrincipal Investigator · Awarded by National Science Foundation · 2018 - 2025

HDR TRIPODS: Innovations in Data Science: Integrating Stochastic Modeling, Data Representation, and Algorithms

ResearchSenior Investigator · Awarded by National Science Foundation · 2019 - 2023

CIF: Small: Capacity via Symmetry

ResearchCo-Principal Investigator · Awarded by National Science Foundation · 2017 - 2021

Theory and Methods for Community Detection with Heterogeneous Networks

ResearchPrincipal Investigator · Awarded by North Carolina State University · 2019 - 2019

LAS DO6: Theory and Methods for Coarsened Decision Making; Synthetic Data Release: The Tradeoff between Privacy and Utility of Big Data

ResearchPrincipal Investigator · Awarded by North Carolina State University · 2016 - 2016

LAS DO5: Information Theoretic Measures for Complex and Uncertain Data

ResearchPrincipal Investigator · Awarded by North Carolina State University · 2015 - 2015

Data Readiness Level - Task 2.7; Delivery Order 03

ResearchPrincipal Investigator · Awarded by North Carolina State University · 2014 - 2015

Data Readiness Level - Mathematical Foundations

ResearchPrincipal Investigator · Awarded by North Carolina State University · 2013 - 2014