Sähköposti
[email protected]
Puhelinnumero
+358503023099
Tutkimusryhmät
- Professorship Solin A., Väitöskirjatutkija
Julkaisut
Variational Gaussian Process Diffusion Processes
Prakhar Verma, Vincent Adam, Arno Solin
2024
Proceedings of the 27th International Conference on Artificial Intelligence and Statistics
Memory-Based Dual Gaussian Processes for Sequential Learning
Paul E. Chang, Prakhar Verma, S.T. John, Arno Solin, Mohammad Emtiyaz Khan
2023
Proceedings of the 40th International Conference on Machine Learning
Fantasizing with Dual GPs in Bayesian Optimization and Active Learning
Paul Chang, Prakhar Verma, Ti John, Victor Picheny, Henry Moss, Arno Solin
2022
Scalable inference in SDEs by direct matching of the Fokker–Planck–Kolmogorov equation
Arno Solin, Ella Tamir, Prakhar Verma
2021
Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021)
Sparse Gaussian processes for stochastic differential equations
Prakhar Verma, Vincent Adam, Arno Solin
2021