Concepedia

Siyuan Ma

SM

Statistics

Publications

59

Citations

4.2K

H-Index

34

Active since

2012

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 earth sciences, geotechnical engineering, and landslides.

Publications per year

2012–2025

59

Publications

59

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 · 1.5K citations · Full text

Computing, Computer Science, Mathematics +11

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 · 157 citations

Natural Sciences, Earth Sciences, Geology +17

Optimized volume models of earthquake-triggered landslides

Chong Xu, Xiwei Xu, Lingling Shen et al. · Scientific Reports · 2016 · 120 citations · Full text

Engineering, Earth Sciences, Geological Engineering +15

To understand deep learning we need to understand kernel learning

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

Computing, Computer Science, Algorithms +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

Computing, Computer Science, Algorithms +16

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