Robert Peharz
Scholar

Robert Peharz

Google Scholar ID: ywkqnqMAAAAJ
Assistant Professor of AI, TU Graz
probabilistic machine learningprobabilistic circuitsAI for science
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,085
 
H-index
26
 
i10-index
37
 
Publications
20
 
Co-authors
61
list available
Contact
No contact links provided.
Publications
8 items
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
Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits
International Conference on Machine Learning · 2020
Cited
139
Resume (English only)
Co-authors
61 total
Franz Pernkopf
Franz Pernkopf
Graz University of Technology
Antonio Vergari
Antonio Vergari
Reader (Associate Professor), University of Edinburgh, UK
Kristian Kersting
Kristian Kersting
Professor of AI & ML, Technical University of Darmstadt, Hessian.ai, DFKI, CAIRNE/ELLIS, AAAI Fellow
Zoubin Ghahramani
Zoubin Ghahramani
Professor, University of Cambridge, and VP of Research, Google DeepMind
Martin Trapp
Martin Trapp
Assistant Professor, KTH
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Sebastian Tschiatschek
Sebastian Tschiatschek
University of Vienna