Scholar
Genevera I. Allen
Google Scholar ID: gIUd12QAAAAJ
Columbia University
statistical machine learning
neuroscience
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Citations & Impact
All-time
Citations
2,324
H-index
27
i10-index
54
Publications
20
Co-authors
18
list available
Publications
9 items
Cluster LOCO: Feature Importance For Interpreting Clusters
2026
Cited
0
Weighted Conformal Clustering
2026
Cited
0
Cluster Analysis with Resampling for Validation and Exploration (CARVE)
2026
Cited
0
MEDAL: Manifold Embedding Distillation via Autoencoder Learning
2026
Cited
0
Group-Aware Matrix Estimation and Latent Subspace Recovery
2026
Cited
0
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
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Co-authors
15 total
zhandong liu
Associate Professor, Baylor College of Medicine
Pradeep Ravikumar
Professor, School of Computer Science, Carnegie Mellon University
Eunho Yang
KAIST
Lili Zheng
University of Illinois Urbana-Champaign
Robert Tibshirani
Professor of Biomedical Data Sciences, and of Statistics, Stanford University
Luqin Gan
Rice University
Michael Weylandt
Zicklin School of Business, Baruch College, CUNY
Eric C. Chi
Associate Professor of Statistics, University of Minnesota
