Faithful Embeddings of Irregular and Asynchronous Data for Online Log-NCDEs

Benjamin Walker, Alexandre Bloch, Lingyi Yang +2

Continuous-time models are a natural choice for irregular and asynchronous data. A central design choice is how to embed discrete observations into continuous time. Interpolation-…