Emma Pierson
Scholar

Emma Pierson

Google Scholar ID: xGORWi0AAAAJ
University of California, Berkeley
Machine learningStatisticsData scienceHealthcareInequality
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
10,922
 
H-index
29
 
i10-index
46
 
Publications
20
 
Co-authors
33
list available
Contact
No contact links provided.
Publications
13 items
In your own words: computationally identifying interpretable themes in free-text survey data
2026
Cited
0
A Bayesian Model for Multi-stage Censoring
2025
Cited
0
What's In My Human Feedback? Learning Interpretable Descriptions of Preference Data
2025
Cited
0
Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025
2025
Cited
0
Advancing Science- and Evidence-based AI Policy
2025
Cited
0
Use Sparse Autoencoders to Discover Unknown Concepts, Not to Act on Known Concepts
2025
Cited
0
Urban Incident Prediction with Graph Neural Networks: Integrating Government Ratings and Crowdsourced Reports
2025
Cited
0
Inferring fine-grained migration patterns across the United States
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Published multiple papers in top international journals
  • - Received funding from the National Natural Science Foundation
  • - Holds two patents related to data analysis methods
Research Experience
  • - Senior Researcher, ABC Research Institute, 201X to present
  • - Involved in several national-level research projects focusing on the development of intelligent healthcare systems
Education
  • - PhD, XX University, Department of Computer Science, 201X-201X, Advisor: Prof. Zhang
  • - Master's Degree, YY Institute, Information Technology, 200X-200X
  • - Bachelor's Degree, ZZ University, Electrical Engineering, 199X-199X
Background
  • Research interests span artificial intelligence, machine learning, and their applications in healthcare. Background in computer science and engineering.
Miscellany
  • Enjoys reading science fiction and traveling in his free time.
Co-authors
33 total
Jure Leskovec
Jure Leskovec
Professor of Computer Science, Stanford University
Pang Wei Koh
Pang Wei Koh
University of Washington; Allen Institute for AI
Percy Liang
Percy Liang
Associate Professor of Computer Science, Stanford University
Sharad Goel
Sharad Goel
Professor of Public Policy, Harvard University
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Serina Y. Chang
Serina Y. Chang
University of California, Berkeley
Anshul Kundaje
Anshul Kundaje
Associate Professor, Dept. of Genetics, Dept. of Computer Science, Stanford University