Nonparametric Filtering, Estimation and Classification using Neural Jump ODEs

Jakob Heiss, Florian Krach, Thorsten Schmidt +1

Neural Jump ODEs model the conditional expectation between observations by neural ODEs and jump at arrival of new observations. They have demonstrated effectiveness for fully data-…