Scholar
Fredrik D. Johansson
Google Scholar ID: ml-AyBQAAAAJ
Associate Professor, Chalmers University of Technology
Machine Learning
Causal Inference
Healthcare
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Citations & Impact
All-time
Citations
5,894
H-index
24
i10-index
35
Publications
20
Co-authors
28
list available
Publications
13 items
MotherTree: Meta-learning on synthetic data improves decision tree training
2026
Cited
0
Dyad: Extending Large Language Models with Native Typed Decision-Making
2026
Cited
0
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
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Co-authors
15 total
David Sontag
Professor, Massachusetts Institute of Technology
Devdatt Dubhashi
Professor Chalmers
Uri Shalit
Associate Professor, Tel Aviv University
Emil Carlsson
Research Scientist
Finale Doshi-Velez
Professor, Harvard
Matthieu Komorowski
MD, PhD, Former Clinical Senior Lecturer at Imperial College London ; Visiting Scholar at MIT
Leo Anthony Celi
Massachusetts Institute of Technology
Lena Stempfle
Chalmers University of Technology
