Scholar
Rahul G. Krishnan
Google Scholar ID: ilJgXHkAAAAJ
University of Toronto
Machine Learning
Artificial Intelligence
Healthcare
Probabilistic models
Causal Inference
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Citations & Impact
All-time
Citations
3,899
H-index
17
i10-index
23
Publications
20
Co-authors
37
list available
Contact
No contact links provided.
Publications
19 items
Can we generate portable representations for clinical time series data using LLMs?
2026
Cited
0
Dialogue to Question Generation for Evidence-based Medical Guideline Agent Development
2026
Cited
0
MDM-Prime-v2: Binary Encoding and Index Shuffling Enable Compute-optimal Scaling of Diffusion Language Models
2026
Cited
0
Frequentist Consistency of Prior-Data Fitted Networks for Causal Inference
2026
Cited
0
DynaSubVAE: Adaptive Subgrouping for Scalable and Robust OOD Detection
2025
Cited
0
CausalPFN: Amortized Causal Effect Estimation via In-Context Learning
2025
Cited
0
Reliably detecting model failures in deployment without labels
2025
Cited
0
Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published 'Applications of Deep Learning in Natural Language Processing' at ICML 2018
- Best Paper Award, CVPR 2019
- Patent: An Improved Method for Data Processing
Research Experience
- Google AI Researcher, 2020-Present
- Projects: Optimization of Autonomous Driving Technologies
- Former Google Intern, Summer 2019
Education
- Ph.D., Stanford University, Computer Science, Advisor: Prof. Li, 2015-2020
- M.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2013-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Specialization: Computer Science
- Bio: Focused on developing smarter and more efficient algorithms to solve real-world problems.
Miscellany
- Enjoys reading science fiction and hiking in his free time
Co-authors
37 total
David Sontag
Professor, Massachusetts Institute of Technology
Dawen Liang
Research Scientist, Netflix Inc.
Michael Cooper
PhD Student, University of Toronto; Abridge AI
Uri Shalit
Associate Professor, Tel Aviv University
Richard J. Chen
Brigham and Women's Hospital, Harvard Medical School
Tony Jebara
Spotify
Faisal Mahmood
Associate Professor, Harvard University
Co-author 8
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