Christian Toth — SPSC @ TU Graz

Signal Processing and Speech Communication Laboratory

Audio and Acoustics Intelligent Systems Nonlinear Signal Processing Speech Communication Wireless Communications

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Christian Toth

Room number

IDEG074

Telephone number

office: +43 316 873 - 4365

Position

Research and Teaching Associates

Email

christian.toth@tugraz.at

Courses

Student Projects

Synthesizing Infomap - A Kullback-Leibler Divergence-Based Approach To Community Detection

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]