"controlled differential equations" Papers
3 papers found
Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models
Benjamin Walker, Lingyi Yang, Nicola Muca Cirone et al.
NeurIPS 2025spotlightarXiv:2505.17761
6
citations
Dynamic Survival Analysis with Controlled Latent States
Linus Bleistein, Van NGUYEN, Adeline Fermanian et al.
ICML 2024poster
Log Neural Controlled Differential Equations: The Lie Brackets Make A Difference
Benjamin Walker, Andrew McLeod, Tiexin QIN et al.
ICML 2024poster