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
28 items
SparseOpt: Addressing Normalization-induced Gradient Skew in Sparse Training
2026
Cited
0
Causal methods for LLM development and evaluation
2026
Cited
0
From Residuals to Reasons: LLM-Guided Mechanism Inference from Tabular Data
2026
Cited
0
Modular Multimodal Classification Without Fine-Tuning: A Simple Compositional Approach
2026
Cited
0
Causal Foundation Models with Continuous Treatments
2026
Cited
0
SurvivalPFN: Amortizing Survival Prediction via In-Context Bayesian Inference
2026
Cited
0
SurF: A Generative Model for Multivariate Irregular Time Series Forecasting
2026
Cited
0
IV-ICL: Bounding Causal Effects with Instrumental Variables via In-Context Learning
2026
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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