Galen Reeves

Galen Reeves

Assistant Professor of Statistical Science

External address: 
140 Science Dr., 321 Gross Hall, Durham, NC 27708
Phone: 
(919) 668-4042
Links

Selected Grants

CAREER: Theoretical Foundations for Probabilistic Models with Dense Random Matrices awarded by National Science Foundation (Principal Investigator). 2018 to 2023

CIF: Small: Capacity via Symmetry awarded by National Science Foundation (Co-Principal Investigator). 2017 to 2020

LAS DO5: Information Theoretic Measures for Complex and Uncertain Data awarded by North Carolina State University (Principal Investigator). 2015

Data Readiness Level - Task 2.7; Delivery Order 03 awarded by North Carolina State University (Principal Investigator). 2014 to 2015

Data Readiness Level - Mathematical Foundations awarded by North Carolina State University (Principal Investigator). 2013 to 2014

Mainsah, BO, Reeves, G, Collins, LM, and Throckmorton, CS. "Optimizing the stimulus presentation paradigm design for the P300-based brain-computer interface using performance prediction." Journal of Neural Engineering 14.4 (August 2017): 046025-null. Full Text

Reeves, G. "The fundamental limits of stable recovery in compressed sensing." 2014 Ieee International Symposium on Information Theory (June 2014). Full Text

Reeves, G. "Beyond sparsity: Universally stable compressed sensing when the number of ‘free’ values is less than the number of observations." 2013 5th Ieee International Workshop on Computational Advances in Multi Sensor Adaptive Processing (Camsap) (December 2013). Full Text

Reeves, G, and Donoho, D. "The minimax noise sensitivity in compressed sensing." 2013 Ieee International Symposium on Information Theory (July 2013). Full Text

Donoho, D, and Reeves, G. "Achieving Bayes MMSE performance in the sparse signal + Gaussian white noise model when the noise level is unknown." 2013 Ieee International Symposium on Information Theory (July 2013). Full Text

Reeves, G, and Gastpar, MC. "Approximate Sparsity Pattern Recovery: Information-Theoretic Lower Bounds." Ieee Transactions on Information Theory 59.6 (June 2013): 3451-3465. Full Text

Donoho, D, and Reeves, G. "The sensitivity of compressed sensing performance to relaxation of sparsity." 2012 Ieee International Symposium on Information Theory Proceedings (July 2012). Full Text

Reeves, G, and Gastpar, M. "The Sampling Rate-Distortion Tradeoff for Sparsity Pattern Recovery in Compressed Sensing." Ieee Transactions on Information Theory 58.5 (May 2012): 3065-3092. Full Text

Reeves, G, and Gastpar, M. "Compressed sensing phase transitions: Rigorous bounds versus replica predictions." 2012 46th Annual Conference on Information Sciences and Systems (Ciss) (March 2012). Full Text

Reeves, G, Goela, N, Milosavljevic, N, and Gastpar, M. "A compressed sensing wire-tap channel." 2011 Ieee Information Theory Workshop (October 2011). Full Text

Pages

Reeves, G, Pfister, HD, and Dytso, A. "Mutual Information as a Function of Matrix SNR for Linear Gaussian Channels." 2018 IEEE International Symposium on Information Theory (ISIT). June 17, 2018 - June 22, 2018.: IEEE, June 2018. Full Text

Kipnis, A, Reeves, G, and Eldar, YC. "Single Letter Formulas for Quantized Compressed Sensing with Gaussian Codebooks." 2018 IEEE International Symposium on Information Theory (ISIT). June 17, 2018 - June 22, 2018.: IEEE, June 2018. Full Text

Reeves, G. "Additivity of information in multilayer networks via additive Gaussian noise transforms." 2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton). October 3, 2017 - October 6, 2017.: IEEE, October 2017. Full Text

Kipnis, A, Reeves, G, Eldar, YC, and Goldsmith, AJ. "Compressed sensing under optimal quantization." 2017 IEEE International Symposium on Information Theory (ISIT). June 25, 2017 - June 30, 2017.: IEEE, June 2017. Full Text

Reeves, G. "Two-moment inequalities for Rényi entropy and mutual information." 2017 IEEE International Symposium on Information Theory (ISIT). June 25, 2017 - June 30, 2017.: IEEE, June 2017. Full Text

Reeves, G. "Conditional central limit theorems for Gaussian projections." 2017 IEEE International Symposium on Information Theory (ISIT). June 25, 2017 - June 30, 2017.: IEEE, June 2017. Full Text

Mainsah, BO, Collins, LM, Reeves, G, and Throckmorton, CS. "A performance-based approach to designing the stimulus presentation paradigm for the P300-based BCI by exploiting coding theory." 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). March 5, 2017 - March 9, 2017.: IEEE, March 2017. Full Text

Mayya, V, Mainsah, B, and Reeves, G. "Information-theoretic analysis of refractory effects in the P300 speller." 2016 50th Asilomar Conference on Signals, Systems and Computers. November 6, 2016 - November 9, 2016.: IEEE, November 2016. Full Text

Renna, F, Wang, L, Yuan, X, Yang, J, Reeves, G, Calderbank, R, Carin, L, and Rodrigues, MRD. "Classification and Reconstruction of High-Dimensional Signals From Low-Dimensional Features in the Presence of Side Information.": Institute of Electrical and Electronics Engineers (IEEE), November 2016. Full Text

Mayya, V, Mainsah, B, and Reeves, G. "Modeling the P300-based brain-computer interface as a channel with memory." 2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton). September 27, 2016 - September 30, 2016.: IEEE, September 2016. Full Text

Pages