Scholar
Paul Hand
Google Scholar ID: zzG75zEAAAAJ
Associate Professor of Mathematics and Computer Science, Northeastern University
Signal recovery
algorithms
machine learning
machine vision
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Citations & Impact
All-time
Citations
1,979
H-index
19
i10-index
26
Publications
20
Co-authors
10
list available
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
Co-authors
4 total
Reinhard Heckel
Technical University of Munich and Rice University
Boyce E. Griffith
Professor, Mathematics and Biomedical Engineering, University of North Carolina at Chapel Hill
Stefano Soatto
Professor of Computer Science, UCLA; Vice President, AWS AI
Tom Goldstein
Volpi-Cupal Professor of Computer Science, University of Maryland
