Concepedia

Yi-An Ma

YM

Statistics

Publications

27

Citations

4.5K

H-Index

22

Active since

2010

Affiliations

University of Washington(Current)

University of California, Berkeley

Google (United States)

University of California San Diego

Massachusetts Institute of Technology

Yi-An Ma is an author at University of Washington specializing in mathematics, stochastic processes, and machine learning.

ORCID

Publications per year

2010–2022

27

Publications

27

Single-cell mRNA quantification and differential analysis with Census

Xiaojie Qiu, Andrew J. Hill, Jonathan S. Packer et al. · Nature Methods · 2017 · 2.1K citations

, , +14

Mapping transcriptomic vector fields of single cells

Xiaojie Qiu, Yan Zhang, Jorge D. Martin-Rufino et al. · Cell · 2022 · 478 citations · Full text

, , +17

Underspecification Presents Challenges for Credibility in Modern Machine Learning

Alexander D’Amour, Katherine Heller, Dan Moldovan et al. · arXiv (Cornell University) · 2020 · 431 citations · Full text

, , +12

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

Estee Y. Cramer, Evan L Ray, Velma K. Lopez et al. · Proceedings of the National Academy of Sciences · 2022 · 320 citations · Full text

, , +16

A Complete Recipe for Stochastic Gradient MCMC

Yi-An Ma, Tianqi Chen, Emily B. Fox · arXiv (Cornell University) · 2015 · 199 citations · Full text

, , +10

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