Alfred Hero
Scholar

Alfred Hero

Google Scholar ID: DSiNzkIAAAAJ
John H Holland Distinguished University Professor, University of Michigan
High dimensional statistical inferenceinformation theoretic image and signal processinginformation fusionsensor networks
Google Scholar↗
Citations & Impact
All-time
Citations
10,603
 
H-index
49
 
i10-index
194
 
Publications
20
 
Co-authors
96
list available
Contact
No contact links provided.
Publications
6 items
PerturbRx: Learning Treatment-Conditioned Latent Transitions for Patient Drug Response Prediction
2026
Cited
0
Resolution Limits of Non-Adaptive 20 Questions Estimation for Tracking Multiple Moving Targets
2025
Cited
0
Generalizing Supervised Contrastive learning: A Projection Perspective
2025
Cited
0
Probabilistic Variational Contrastive Learning
2025
Cited
0
Hierarchical Sparse Bayesian Multitask Model with Scalable Inference for Microbiome Analysis
2025
Cited
0
Anchors Aweigh! Sail for Optimal Unified Multi-Modal Representations
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
96 total
Neal Patwari
Neal Patwari
Professor, University of Utah
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Nicolas Dobigeon
Nicolas Dobigeon
Professor, IRIT/INP-ENSEEIHT & ANITI, Univ. of Toulouse, France
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Pin-Yu Chen
Pin-Yu Chen
Principal Research Scientist, IBM Research AI; MIT-IBM Watson AI Lab; RPI-IBM AIRC
Sijia Liu
Sijia Liu
Red Cedar Distinguished Associate Professor, Michigan State Univ.; Affiliate Prof., IBM Research