Tóth, Csaba

4 publications

AISTATS 2025 Learning to Forget: Bayesian Time Series Forecasting Using Recurrent Sparse Spectrum Signature Gaussian Processes Csaba Tóth, Masaki Adachi, Michael A Osborne, Harald Oberhauser

NeurIPS 2022 Capturing Graphs with Hypo-Elliptic Diffusions Csaba Toth, Darrick Lee, Celia Hacker, Harald Oberhauser

ICLR 2021 Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections Csaba Toth, Patric Bonnier, Harald Oberhauser

ICML 2020 Bayesian Learning from Sequential Data Using Gaussian Processes with Signature Covariances Csaba Toth, Harald Oberhauser