Christian Toth

- Room number
- IDEG074
- Telephone number
- office: +43 316 873 - 4365
- Position
- Research and Teaching Associates
- christian.toth@tugraz.at
Christian Toth received his Dipl. Ing. degree in Information and Computer Engineering from Graz University of Technology in 2020. He is currently pursuing a Ph.D. under the supervision of Franz Pernkopf and Robert Peharz. His research interests include causal inference, structure learning, Bayesian methods and probabilistic modeling.
Student Projects
Publications
- Conference paper Toth C., Knoll C., Pernkopf F. & Peharz R. (2025) Effective Bayesian Causal Inference via Structural Marginalisation and Autoregressive Orders. in 28th International Conference on Artificial Intelligence and Statistics, AISTATS 2025. [more info]
- Conference paper Toth C., Knoll C., Pernkopf F. & Peharz R. (2024) Effective Bayesian Causal Inference via Structural Marginalisation and Autoregressive Orders. in 2nd SPIGM - ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling. [more info]
- Conference paper Toth C., Lorch L., Knoll C., Krause A., Pernkopf F., Peharz R. & Kügelgen J. (2023) Active Bayesian Causal Inference. in 36th Conference on Neural Information Processing Systems. [more info]
- Journal article Toth C., Helic D. & Geiger B. (2022) Synwalk: community detection via random walk modelling. in Data Mining and Knowledge Discovery, 36(2), p. 739-780. [more info] [doi]