Martin Trapp
Scholar

Martin Trapp

Google Scholar ID: GwCrZP4AAAAJ
Assistant Professor, KTH
Probabilistic Machine LearningBayesian Deep LearningTractable Probabilistic Inference
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Citations & Impact
All-time
Citations
954
 
H-index
13
 
i10-index
20
 
Publications
20
 
Co-authors
24
list available
Contact
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Publications
6 items
Sparsely Supervised Diffusion
2026
Cited
0
Approximate Bayesian Inference via Bitstring Representations
2025
Cited
0
Hardware-efficient tractable probabilistic inference for TinyML Neurosymbolic AI applications
2025
Cited
0
Post-hoc Probabilistic Vision-Language Models
arXiv.org · 2024
Cited
2
Streamlining Prediction in Bayesian Deep Learning
arXiv.org · 2024
Cited
0
Flatness Improves Backbone Generalisation in Few-shot Classification
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
24 total
Arno Solin
Arno Solin
Associate Professor in Machine Learning, Aalto University
Robert Peharz
Robert Peharz
Assistant Professor of AI, TU Graz
Zoubin Ghahramani
Zoubin Ghahramani
Professor, University of Cambridge, and VP of Research, Google DeepMind
Kristian Kersting
Kristian Kersting
Professor of AI & ML, Technical University of Darmstadt, Hessian.ai, DFKI, CAIRNE/ELLIS, AAAI Fellow
Antonio Vergari
Antonio Vergari
Reader (Associate Professor), University of Edinburgh, UK
Franz Pernkopf
Franz Pernkopf
Graz University of Technology
Hong Ge
Hong Ge
Cambridge University
Kai Xu
Kai Xu
Red Hat AI, MIT-IBM Watson AI Lab