Esha Singh

According to our database, Esha Singh authored at least 7 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

Tongtong Liang, Esha Singh, Rahul Parhi, Alexander Cloninger, Yu-Xiang Wang

CoRR, March, 2026

Divide and Learn: Multi-Objective Combinatorial Optimization at Scale.

Esha Singh, Dongxia Wu, Chien-Yi Yang, Tajana Rosing, Rose Yu, Yi-An Ma

CoRR, February, 2026

2025

MoXCo: How I learned to stop exploring and love my local minima?

Esha Singh, Shoham Sabach, Yu-Xiang Wang

Proceedings of the Conference on Parsimony and Learning, 2025

2024

Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes.

Dan Qiao, Kaiqi Zhang, Esha Singh, Daniel Soudry, Yu-Xiang Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

A conversational agent system for dietary supplements use.

Esha Singh, Anusha Bompelli, Ruyuan Wan, Jiang Bian, Serguei Pakhomov, Rui Zhang

BMC Medical Informatics Decis. Mak., 2022

2021

Social determinants of health in the era of artificial intelligence with electronic health records: A systematic review.

Anusha Bompelli, Yanshan Wang, Ruyuan Wan, Esha Singh, Yuqi Zhou, Lin Xu, David Oniani, Bhavani Singh Agnikula Kshatriya, Joyce E. Balls-Berry, Rui Zhang

CoRR, 2021

2020

A Prototype Conversational Agent for Dietary Supplements.

Esha Singh, Anusha Bompelli, Andrew Yang, Andrew Wang, Serguei Pakhomov, Rui Zhang

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020