Variational zero-inflated Gaussian processes with sparse kernels. - Pashupati Hegde; Markus Heinonen; Samuel Kaski (UAI, 2018)

Deep learning with differential Gaussian process flows. - Pashupati Hegde; Markus Heinonen; Harri Lähdesmäki; Samuel Kaski (AISTATS, 2019)

Bayesian inference of ODEs with Gaussian processes. - Pashupati Hegde; Çagatay Yildiz; Harri Lähdesmäki; Samuel Kaski; Markus Heinonen (CoRR, 2021)

Variational multiple shooting for Bayesian ODEs with Gaussian processes. - Pashupati Hegde; Çagatay Yildiz; Harri Lähdesmäki; Samuel Kaski; Markus Heinonen (UAI, 2022)