Non-adversarial training of Neural SDEs with signature kernel scores

Zacharia Issa, Blanka Horvath, Maud Lemercier +1

Neural SDEs are continuous-time generative models for sequential data. State-of-the-art performance for irregular time series generation has been previously obtained by training th…