Paul Hand
Scholar

Paul Hand

Google Scholar ID: zzG75zEAAAAJ
Associate Professor of Mathematics and Computer Science, Northeastern University
Signal recoveryalgorithmsmachine learningmachine vision
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,979
 
H-index
19
 
i10-index
26
 
Publications
20
 
Co-authors
10
list available
Contact
No contact links provided.
Publications
6 items
Full-Model Optimality for Tunable Linear Generative Priors in Compressed Sensing
2026
Cited
0
Latent Generative Models with Tunable Complexity for Compressed Sensing and other Inverse Problems
2026
Cited
0
Analysis of Overparameterization in Continual Learning under a Linear Model
2025
Cited
0
Score-based Generative Neural Networks for Large-Scale Optimal Transport
Neural Information Processing Systems · 2021
Cited
80
Reducing the Representation Error of GAN Image Priors Using the Deep Decoder
arXiv.org · 2020
Cited
2
Invertible generative models for inverse problems: mitigating representation error and dataset bias
International Conference on Machine Learning · 2019
Cited
161
Resume (English only)
Co-authors
10 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Reinhard Heckel
Reinhard Heckel
Technical University of Munich and Rice University
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Boyce E. Griffith
Boyce E. Griffith
Professor, Mathematics and Biomedical Engineering, University of North Carolina at Chapel Hill
Co-author 7
Co-author 7
Stefano Soatto
Stefano Soatto
Professor of Computer Science, UCLA; Vice President, AWS AI