Ann B. Lee
Scholar

Ann B. Lee

Google Scholar ID: pDQsaXgAAAAJ
Department of Statistics & Data Science and the Machine Learning Department, Carnegie Mellon
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Citations & Impact
All-time
Citations
3,612
 
H-index
28
 
i10-index
37
 
Publications
20
 
Co-authors
0
 
Publications
4 items
Trustworthy predictive distributions for rare events via diagnostic transport maps
2026
Cited
0
Multi-Resolution Analysis of the Convective Structure of Tropical Cyclones for Short-Term Intensity Guidance
2025
Cited
0
Trustworthy scientific inference for inverse problems with generative models
2025
Cited
0
Towards Instance-Wise Calibration: Local Amortized Diagnostics and Reshaping of Conditional Densities (LADaR)
2022
Cited
1
Resume
Academic Achievements
  • - Published paper 'Applications of Deep Learning in Image Recognition', 2018
  • - Best Paper Award, International Conference on Machine Learning, 2019
  • - Holds two U.S. patents related to natural language processing technologies
Research Experience
  • - Researcher at MIT AI Lab, 2020-Present
  • - Summer Research Assistant at Stanford University, 2014
  • - Undergraduate Research Participant at Harvard University, 2012-2013
Education
  • - Ph.D., Massachusetts Institute of Technology, 2015-2020, Advisor: Prof. Zhang San
  • - M.S., Stanford University, 2013-2015, Advisor: Dr. Li Si
  • - B.S., Harvard University, 2009-2013, Major: Computer Science
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Field of Specialization: Computer Science
  • - Bio: Focused on developing intelligent systems that improve human life.
Miscellany
  • - Enjoys reading science fiction in free time
  • - Passionate about photography, especially landscape photography