Scholar
Stefan T. Radev
Google Scholar ID: JbDfkRkAAAAJ
Assistant Professor, Rensselaer Polytechnic Institute
Deep Learning
Bayesian Statistics
Stochastic Models
Machine Learning
Cognitive Modeling
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Homepage
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Citations & Impact
All-time
Citations
1,183
H-index
18
i10-index
28
Publications
20
Co-authors
18
list available
Contact
No contact links provided.
Publications
16 items
CogFormer: Learn All Your Models Once
2026
Cited
0
BayesFlow 2.0: Multi-Backend Amortized Bayesian Inference in Python
2026
Cited
0
JADAI: Jointly Amortizing Adaptive Design and Bayesian Inference
2025
Cited
0
Diffusion Models in Simulation-Based Inference: A Tutorial Review
2025
Cited
0
Improving the Accuracy of Amortized Model Comparison with Self-Consistency
2025
Cited
0
Stable Single-Pixel Contrastive Learning for Semantic and Geometric Tasks
2025
Cited
0
Modeling multi-agent motion dynamics in immersive rooms
2025
Cited
0
Towards Trustworthy Amortized Bayesian Model Comparison
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published a paper in Nature on new methods in deep learning
- Recipient of the IEEE Best Paper Award
- Holds two US patents
Research Experience
- Researcher at Stanford AI Lab, Since 2018
- Projects Involved: Development of Intelligent Assistants, Improvements in NLP Techniques
Education
- Ph.D., Stanford University, Department of Computer Science, 2018-2022, Advisor: Prof. Zhang
- M.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2016-2018
- B.S., University of California, Berkeley, Electrical Engineering, 2012-2016
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Bio: Focused on developing intelligent systems that improve human life.
Miscellany
- Personal Interests: Hiking, Reading Sci-Fi Novels
- Community Service: Volunteer for youth coding education
Co-authors
18 total
Ullrich Köthe
Adjunct Professor of Computer Science, University of Heidelberg
Paul-Christian Bürkner
Full Professor of Computational Statistics, TU Dortmund University
Andreas Voss
Professor für Psychologische Methodenlehre, Ruprecht-Karls-Universität Heidelberg
Marvin Schmitt
ELLIS
Co-author 5
Lukas Schumacher
University of Basel
Mischa von Krause
Post-Doctoral Researcher, Heidelberg University
Lasse Elsemüller
Heidelberg University
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