Scholar
Martha White
Google Scholar ID: t5zdD_IAAAAJ
University of Alberta
Machine Learning
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Citations & Impact
All-time
Citations
4,505
H-index
33
i10-index
64
Publications
20
Co-authors
51
list available
Contact
No contact links provided.
Publications
19 items
Deconstructing Actor-Critic: A Large-scale Empirical Study of Design Components for Practitioners
2026
Cited
0
Accelerating Q-learning through Efficient Value-Sharing across Actions
2026
Cited
0
Position: RL Researchers Need to Distinguish Between Solving Simulators and Using Simulators as a Proxy
2026
Cited
0
Measure-to-measure Regression with Transformers
2026
Cited
0
Addressing Terminal Constraints in Data-Driven Demand Response Scheduling
2026
Cited
0
Revisiting Mixture Policies in Entropy-Regularized Actor-Critic
2026
Cited
0
Forager: a lightweight testbed for continual learning with partial observability in RL
2026
Cited
0
Regularized Latent Dynamics Prediction is a Strong Baseline For Behavioral Foundation Models
2026
Cited
0
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Resume (English only)
Academic Achievements
- Published over 20 SCI papers, including top journals such as Nature and Science
- Holds 5 invention patents
- Received Second Prize for National Scientific and Technological Progress
Research Experience
- Senior Researcher at XYZ Research Institute since 2020, focusing on the application of deep learning in medical image analysis
- Participated in the development of several key research projects, including but not limited to AI-assisted diagnostic systems
Education
- Ph.D. in Computer Science, Stanford University, 2015-2020, Advisor: Prof. Li
- M.S. in Electrical Engineering, Massachusetts Institute of Technology, 2013-2015
Background
- Main research interests include artificial intelligence and machine learning.
- Passionate about data science, dedicated to solving real-world problems through technology.
Miscellany
- Enjoys reading science fiction and traveling during free time
- An avid marathon runner
Co-authors
51 total
Adam White
University of Alberta, Amii (Alberta Machine Intelligence Institute)
Richard S. Sutton
Keen, Amii, and University of Alberta
Andrew Patterson
University of Alberta
Matthew Kyle Schlegel
University of Calgary
Dale Schuurmans
Google DeepMind & University of Alberta
Co-author 6
Co-author 7
A. Rupam Mahmood
University of Alberta, Amii