Concepedia

Aarti Singh

AS

Statistics

Publications

19

Citations

1.3K

H-Index

15

Active since

2008

Affiliations

Carnegie Mellon University(Current)

University of Wisconsin–Madison

University of Pittsburgh

Center for the Neural Basis of Cognition

University of California, Santa Barbara

Aarti Singh is an author at Carnegie Mellon University specializing in engineering, machine learning, and computer science.

ORCID

Top concepts

Publications per year

2008–2024

19

Publications

19

Gradient Descent Provably Optimizes Over-parameterized Neural Networks

Simon S. Du, Xiyu Zhai, Barnabás Póczos et al. · arXiv (Cornell University) · 2018 · 418 citations · Full text

, , +12

Unlabeled data: Now it helps, now it doesn't

Aarti Singh, Robert D. Nowak, Xiaojin Zhu · 2008 · 194 citations

Quantifying Differences and Similarities in Whole-Brain White Matter Architecture Using Local Connectome Fingerprints

Fang‐Cheng Yeh, Jean M. Vettel, Aarti Singh et al. · PLoS Computational Biology · 2016 · 155 citations · Full text

, , +18

Multi-Manifold Semi-Supervised Learning

Andrew B. Goldberg, Xiaojin Zhu, Aarti Singh et al. · Figshare · 2009 · 116 citations · Full text

A Brain Phenotype for Stressor‐Evoked Blood Pressure Reactivity

Peter J. Gianaros, Lei K. Sheu, Fatma Uyar et al. · Journal of the American Heart Association · 2017 · 76 citations · Full text

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