Fredrik D. Johansson
Scholar

Fredrik D. Johansson

Google Scholar ID: ml-AyBQAAAAJ
Associate Professor, Chalmers University of Technology
Machine LearningCausal InferenceHealthcare
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Citations & Impact
All-time
Citations
5,894
 
H-index
24
 
i10-index
35
 
Publications
20
 
Co-authors
28
list available
Contact
No contact links provided.
Publications
11 items
Learning plug-in surrogate endpoints for randomized experiments
2026
Cited
0
Latent Order Bandits
2026
Cited
0
When are radiology reports useful for training medical image classifiers?
2025
Cited
0
Expanding the Action Space of LLMs to Reason Beyond Language
2025
Cited
0
Federated Learning with Heterogeneous and Private Label Sets
2025
Cited
0
Latent Preference Bandits
2025
Cited
0
Pragmatic Policy Development via Interpretable Behavior Cloning
2025
Cited
0
Prediction Models That Learn to Avoid Missing Values
2025
Cited
0
Resume (English only)
Co-authors
28 total
David Sontag
David Sontag
Professor, Massachusetts Institute of Technology
Devdatt Dubhashi
Devdatt Dubhashi
Professor Chalmers
Uri Shalit
Uri Shalit
Associate Professor, Tel Aviv University
Co-author 4
Co-author 4
Emil Carlsson
Emil Carlsson
Research Scientist
Finale Doshi-Velez
Finale Doshi-Velez
Professor, Harvard
Matthieu Komorowski
Matthieu Komorowski
MD, PhD, Former Clinical Senior Lecturer at Imperial College London ; Visiting Scholar at MIT
Leo Anthony Celi
Leo Anthony Celi
Massachusetts Institute of Technology