Rebecca Willett
Scholar

Rebecca Willett

Google Scholar ID: bGRVPl8AAAAJ
University of Chicago, Professor of Statistics and Computer Science
Machine learningData scienceSignal processingInformation theoryOptimization
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Citations & Impact
All-time
Citations
6,040
 
H-index
34
 
i10-index
90
 
Publications
20
 
Co-authors
81
list available
Contact
No contact links provided.
Publications
17 items
Rigorous uncertainty quantification of probabilistic AI weather forecasts with conformal prediction
2026
Cited
0
Auto-differentiable data assimilation: Co-learning of states, dynamics, and filtering algorithms
2026
Cited
0
Accelerating PDE Surrogates via RL-Guided Mesh Optimization
2026
Cited
0
A Model-Guided Neural Network Method for the Inverse Scattering Problem
2025
Cited
0
Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks
2025
Cited
0
How do simple rotations affect the implicit bias of Adam?
2025
Cited
0
Hierarchical Implicit Neural Emulators
2025
Cited
0
Assumption-free stability for ranking problems
2025
Cited
0
Resume (English only)
Co-authors
81 total
Robert D Nowak
Robert D Nowak
Keith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data Science
Roummel Marcia
Roummel Marcia
Professor of Applied Mathematics, University of California, Merced
David J Brady
David J Brady
J. W. and H. M. Goodman Endowed Chair in Optical Sciences, University of Arizona
Greg Ongie
Greg Ongie
Marquette University
Maxim Raginsky
Maxim Raginsky
Professor of Electrical and Computer Engineering, University of Illinois, Urbana-Champaign
Co-author 6
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Co-author 8
Co-author 8