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
Publications
29 items
Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language Models
2026
Cited
0
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
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Resume
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
16 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
Vahid Balazadeh
PhD in Computer Science - University of Toronto