Peter Antal

Associate Professor, Artificial Intelligence and Systems Engineering, Budapest University of Technology and Economics

Joined

July 2019

Names

Peter Antal

Emails

****@mit.bme.hu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Associate Professor

Artificial Intelligence and Systems Engineering, Budapest University of Technology and Economics (bme.hu)

2011 – Present

Assistant Professor

Budapest University of Technology and Economics (bme.hu)

2008 – 2011

Postdoc

Budapest University of Technology and Economics (bme.hu)

2003 – 2008

PhD student

Katholieke Universiteit Leuven (kuleuven.ac.be)

1999 – 2002

PhD student

Budapest University of Technology and Economics (bme.hu)

1996 – 1998

MS student

Budapest University of Technology and Economics (bme.hu)

1993 – 1995

Undergrad student

Budapest University of Technology and Economics (bme.hu)

1990 – 1993

Advisors, Relations & Conflicts

No relations added

Expertise

Bayesian networks

Present

Bayesian inference

Present

causal inference

Present

learning with prior

Present

transfer learning

Present

federated learning

Present

Publications

Efficient structure learning of gene regulatory networks with Bayesian active learning
Dániel Sándor, Péter Antal
- BMC Bioinform. 2025
- Readers: Everyone
Circuits, Features, and Heuristics in Molecular Transformers
Kristof Varadi, Mark Marosi, Peter Antal
- Submitted to ICLR 2026
- Readers: Everyone
MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information
Wouter Heyndrickx, Lewis H. Mervin, Tobias Morawietz, Noé Sturm, Lukas Friedrich, Adam Zalewski, Anastasia Pentina, Lina Humbeck, Martijn Oldenhof, Ritsuya Niwayama, Peter Schmidtke, Nikolas Fechner, Jaak Simm, Adam Arany, Nicolas Drizard, Rama Jabal, Arina Afanasyeva, Regis Loeb, Shlok Verma, Simon Harnqvist et al. (29 additional authors not shown)
- J. Chem. Inf. Model. 2024
- Readers: Everyone
M-BioBERTa: Modular RoBERTa-based Model for Biobank-scale Unified Representations
Mátyás Antal, Márk Marosi, Tamás Nagy, Gabriella Juhász, Peter Antal
- Submitted to ICLR 2024
- Readers: Everyone
Industry-Scale Orchestrated Federated Learning for Drug Discovery
Martijn Oldenhof, Gergely Ács, Balázs Pejó, Ansgar Schuffenhauer, Nicholas Holway, Noé Sturm, Arne Dieckmann, Oliver Fortmeier, Eric Boniface, Clément Mayer, Arnaud Gohier, Peter Schmidtke, Ritsuya Niwayama, Dieter Kopecky, Lewis H. Mervin, Prakash Chandra Rathi, Lukas Friedrich, András Formanek, Peter Antal, Jordon Rahaman et al. (27 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- AAAI 2023
- Readers: Everyone
Industry-Scale Orchestrated Federated Learning for Drug Discovery
Martijn Oldenhof, Gergely Ács, Balázs Pejó, Ansgar Schuffenhauer, Nicholas Holway, Noé Sturm, Arne Dieckmann, Oliver Fortmeier, Eric Boniface, Clément Mayer, Arnaud Gohier, Peter Schmidtke, Ritsuya Niwayama, Dieter Kopecky, Lewis H. Mervin, Prakash Chandra Rathi, Lukas Friedrich, András Formanek, Peter Antal, Jordon Rahaman et al. (25 additional authors not shown)
- 2022 (modified: 25 Apr 2023)
- CoRR 2022
- Readers: Everyone
VB-MK-LMF: fusion of drugs, targets and interactions using variational Bayesian multiple kernel logistic matrix factorization
Bence Bolgár, Peter Antal
- Published: 01 Jan 2017, Last Modified: 17 May 2023
- BMC Bioinform. 2017
- Readers: Everyone
Comorbidities in the diseasome are more apparent than real: What Bayesian filtering reveals about the comorbidities of depression
Peter Marx, Peter Antal, Bence Bolgár, Gyorgy Bagdy, Bill Deakin, Gabriella Juhász
- Published: 01 Jan 2017, Last Modified: 17 May 2023
- PLoS Comput. Biol. 2017
- Readers: Everyone
Bayesian Matrix Factorization with Non-Random Missing Data using Informative Gaussian Process Priors and Soft Evidences
Bence Bolgár, Peter Antal
- Published: 01 Jan 2016, Last Modified: 17 May 2023
- Probabilistic Graphical Models 2016
- Readers: Everyone
Learning Complex Bayesian Network Features for Classification
Peter Antal, András Gezsi, Gábor Hullám, András Millinghoffer
- Published: 01 Jan 2006, Last Modified: 15 May 2023
- Probabilistic Graphical Models 2006
- Readers: Everyone

View all 15 publications

Co-Authors

View all 97 co-authors