Continuous-Discrete Recurrent Kalman Networks for Irregular Time Series. - Mona Schirmer; Mazin Eltayeb; Maja Rudolph (PKDD/ECML Workshops (1), 2021)

Modeling Irregular Time Series with Continuous Recurrent Units. - Mona Schirmer; Mazin Eltayeb; Stefan Lessmann; Maja Rudolph (ICML, 2022)

EconBERTa: Towards Robust Extraction of Named Entities in Economics. - Karim Lasri; Pedro Vitor Quinta de Castro; Mona Schirmer; Luis Eduardo San Martin; Linxi Wang; Tomás Dulka; Haaya Naushan; John Pougué-Biyong; Arianna Legovini; Samuel Fraiberger (EMNLP (Findings), 2023)

Beyond Top-Class Agreement: Using Divergences to Forecast Performance under Distribution Shift. - Mona Schirmer; Dan Zhang; Eric T. Nalisnick (CoRR, 2023)

Test-Time Adaptation with State-Space Models. - Mona Schirmer; Dan Zhang; Eric T. Nalisnick (CoRR, 2024)

Monitoring Risks in Test-Time Adaptation. - Mona Schirmer; Metod Jazbec; Christian A. Naesseth; Eric T. Nalisnick (CoRR, 2025)