Scholar

Esha Singh

Google Scholar ID: 8w_EDpgAAAAJ

University of California, San Diego

Deep LearningOptimizationLearning theoryHealth Informatics

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

81

H-index

3

i10-index

2

Publications

11

Co-authors

10

list available

Contact

No contact links provided.

Publications

2 items

The Inductive Bias of Convolutional Neural Networks: Locality and Weight Sharing Reshape Implicit Regularization

2026

Cited

0

Divide and Learn: Multi-Objective Combinatorial Optimization at Scale

2026

Cited

0

Resume (English only)

Co-authors

10 total

Rui Zhang, PhD, FACMI, FAMIA, FIAHSI

Founding Chief and Professor, Division of Computational Health Sciences, University of Minnesota

Serguei Pakhomov

University of Minnesota

PhD student, UCSD

Associate Professor @ UC San Diego

Distinguished Research Scientist, Cerebras Systems

Yanshan Wang, PhD, FAMIA

Vice Chair of Research and Director of Generative AI, University of Pittsburgh

Professor of Computer Science and Engineering, University of Minnesota