Genevera I. Allen
Scholar

Genevera I. Allen

Google Scholar ID: gIUd12QAAAAJ
Columbia University
statistical machine learningneuroscience
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Citations & Impact
All-time
Citations
2,324
 
H-index
27
 
i10-index
54
 
Publications
20
 
Co-authors
18
list available
Contact
No contact links provided.
Publications
4 items
Fair Feature Importance Scores via Feature Occlusion and Permutation
2026
Cited
0
Inpainting the Neural Picture: Inferring Unrecorded Brain Area Dynamics from Multi-Animal Datasets
2025
Cited
0
Unsupervised Machine Learning for Scientific Discovery: Workflow and Best Practices
2025
Cited
0
Are machine learning interpretations reliable? A stability study on global interpretations
2025
Cited
0
Resume (English only)
Co-authors
18 total
zhandong liu
zhandong liu
Associate Professor, Baylor College of Medicine
Pradeep Ravikumar
Pradeep Ravikumar
Professor, School of Computer Science, Carnegie Mellon University
Eunho Yang
Eunho Yang
KAIST
Co-author 4
Co-author 4
Lili Zheng
Lili Zheng
University of Illinois Urbana-Champaign
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Robert Tibshirani
Robert Tibshirani
Professor of Biomedical Data Sciences, and of Statistics, Stanford University