Pashupati Hegde

According to our database, Pashupati Hegde authored at least 4 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Variational multiple shooting for Bayesian ODEs with Gaussian processes.

Pashupati Hegde, Çagatay Yildiz, Harri Lähdesmäki, Samuel Kaski, Markus Heinonen

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Bayesian inference of ODEs with Gaussian processes.

Pashupati Hegde, Çagatay Yildiz, Harri Lähdesmäki, Samuel Kaski, Markus Heinonen

CoRR, 2021

2019

Deep learning with differential Gaussian process flows.

Pashupati Hegde, Markus Heinonen, Harri Lähdesmäki, Samuel Kaski

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Variational zero-inflated Gaussian processes with sparse kernels.

Pashupati Hegde, Markus Heinonen, Samuel Kaski

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018