Concepedia

Siyuan Ma

SM

57

Publications

4K

Citations

32

H-Index

2012

Active since

Affiliations

China Earthquake Administration(Current)

Institute of Geology, China Earthquake Administration

National Institute of Hospital Administration

The Ohio State University

China University of Geosciences (Beijing)

Siyuan Ma is an author at China Earthquake Administration specializing in engineering, geography, and earth science.

Top concepts

EngineeringGeographyEarth ScienceSeismologySocial SciencesLandslide RiskCivil EngineeringGeomorphologyComputer ScienceEarthquake Engineering

Publications per year

2012–2024

57

Publications

57

Reconciling modern machine-learning practice and the classical bias–variance trade-off

Mikhail Belkin, Daniel Hsu, Siyuan Ma et al. · Proceedings of the National Academy of Sciences · 2019 · 1.4K citations · Full text

Artificial Intelligence, Data Augmentation, Engineering +12

Inventory and Spatial Distribution of Landslides Triggered by the 8th August 2017 MW 6.5 Jiuzhaigou Earthquake, China

Yingying Tian, Chong Xu, Siyuan Ma et al. · Journal of Earth Science · 2018 · 149 citations

Earthquake Engineering, Engineering, Seismology +11

Optimized volume models of earthquake-triggered landslides

Chong Xu, Xiwei Xu, Lingling Shen et al. · Scientific Reports · 2016 · 115 citations · Full text

To understand deep learning we need to understand kernel learning

Mikhail Belkin, Siyuan Ma, Soumik Mandal · arXiv (Cornell University) · 2018 · 110 citations · Full text

Artificial Intelligence, Data Augmentation, Engineering +14

The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning

Siyuan Ma, Raef Bassily, Mikhail Belkin · International Conference on Machine Learning · 2018 · 110 citations

Artificial Intelligence, Modern Over-parametrized Learning, Engineering +17

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