Teichmann, Josef

5 publications

TMLR 2024 Extending Path-Dependent NJ-ODEs to Noisy Observations and a Dependent Observation Framework William Andersson, Jakob Heiss, Florian Krach, Josef Teichmann

TMLR 2023 Denise: Deep Robust Principal Component Analysis for Positive Semidefinite Matrices Calypso Herrera, Florian Krach, Anastasis Kratsios, Pierre Ruyssen, Josef Teichmann

ICML 2022 NOMU: Neural Optimization-Based Model Uncertainty Jakob M Heiss, Jakob Weissteiner, Hanna S Wutte, Sven Seuken, Josef Teichmann

NeurIPSW 2021 Expressive Power of Randomized Signature Christa Cuchiero, Lukas Gonon, Lyudmila Grigoryeva, Juan-Pablo Ortega, Josef Teichmann

ICLR 2021 Neural Jump Ordinary Differential Equations: Consistent Continuous-Time Prediction and Filtering Calypso Herrera, Florian Krach, Josef Teichmann