Scholar
Robert Peharz
Google Scholar ID: ywkqnqMAAAAJ
Assistant Professor of AI, TU Graz
probabilistic machine learning
probabilistic circuits
AI for science
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Citations & Impact
All-time
Citations
2,085
H-index
26
i10-index
37
Publications
20
Co-authors
61
list available
Publications
9 items
Uncovering and Fixing Collider Bias in Bayesian PINNs
2026
Cited
0
Probabilistic Circuits as Reasoning Machines in Artificial Intelligence (Part I)
2026
Cited
0
The RAIL Principles for Neurosymbolic AI: Reasoning, Assurances, Interfacing and Learning
2026
Cited
0
Teaching LLMs a Low-Resource Language: Enhancing Code Completion in Pharo
2026
Cited
0
Deep Polynomial Chaos Expansion
2025
Cited
0
Exact Soft Analytical Side-Channel Attacks using Tractable Circuits
2025
Cited
0
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?
arXiv.org · 2024
Cited
0
Effective Bayesian Causal Inference via Structural Marginalisation and Autoregressive Orders
2024
Cited
1
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Co-authors
9 total
Franz Pernkopf
Graz University of Technology
Antonio Vergari
Reader (Associate Professor), University of Edinburgh, UK
Kristian Kersting
Professor of AI & ML, Technical University of Darmstadt, Hessian.ai, DFKI, CAIRNE/ELLIS, AAAI Fellow
Zoubin Ghahramani
Professor, University of Cambridge, and VP of Research, Google DeepMind
Martin Trapp
Assistant Professor, KTH
Sebastian Tschiatschek
University of Vienna
Alvaro H.C. Correia
Qualcomm AI Research
Lorenzo Loconte
PhD student, University of Edinburgh
