Poster "irregular time series" Papers

5 papers found

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Contimask: Explaining Irregular Time Series via Perturbations in Continuous Time

Max Moebus, Björn Braun, Christian Holz

NEURIPS 2025

Stabilized Neural Prediction of Potential Outcomes in Continuous Time

Konstantin Hess, Stefan Feuerriegel

ICLR 2025arXiv:2410.03514
6
citations

Time After Time: Deep-Q Effect Estimation for Interventions on When and What to do

Yoav Wald, Mark Goldstein, Yonathan Efroni et al.

ICLR 2025arXiv:2503.15890

Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series

Ching Chang, Jeehyun Hwang, Yidan Shi et al.

NEURIPS 2025arXiv:2506.10412
6
citations

Dynamic Survival Analysis with Controlled Latent States

Linus Bleistein, Van NGUYEN, Adeline Fermanian et al.

ICML 2024arXiv:2401.17077
6
citations