Pashupati Hegde

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Gaussian Process

Hyperparameters

Top Venues

Publications

Pashupati Hegde, Çagatay Yildiz, Harri Lähdesmäki, Samuel Kaski, Markus Heinonen
Variational multiple shooting for Bayesian ODEs with Gaussian processes. UAI (2022)
Pashupati Hegde, Çagatay Yildiz, Harri Lähdesmäki, Samuel Kaski, Markus Heinonen
Bayesian inference of ODEs with Gaussian processes. CoRR (2021)
Pashupati Hegde, Markus Heinonen, Harri Lähdesmäki, Samuel Kaski
Deep learning with differential Gaussian process flows. AISTATS (2019)
Pashupati Hegde, Markus Heinonen, Samuel Kaski
Variational zero-inflated Gaussian processes with sparse kernels. UAI (2018)
Pashupati Hegde, Markus Heinonen, Harri Lähdesmäki, Samuel Kaski
Deep learning with differential Gaussian process flows. CoRR (2018)