Personal profile
Education/Academic qualification
Master of Science, Aalto University
Award Date: 30 Jul 2021
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
Variational Gaussian Process Diffusion Processes
Verma, P., Adam, V. & Solin, A., 2024, Proceedings of the 27th International Conference on Artificial Intelligence and Statistics . JMLR, p. 1909-1917 (Proceedings of Machine Learning Research; vol. 238).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile9 Downloads (Pure) -
Memory-Based Dual Gaussian Processes for Sequential Learning
Chang, P. E., Verma, P., John, S. T., Solin, A. & Emtiyaz Khan, M., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 4035-4054 20 p. (Proceedings of Machine Learning Research; vol. 202).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile61 Downloads (Pure) -
Fantasizing with Dual GPs in Bayesian Optimization and Active Learning
Chang, P., Verma, P., John, T., Picheny, V., Moss, H. & Solin, A., 2022.Research output: Contribution to conference › Paper › Scientific › peer-review
Open Access -
Scalable inference in SDEs by direct matching of the Fokker–Planck–Kolmogorov equation
Solin, A., Tamir, E. & Verma, P., 2021, Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021). Morgan Kaufmann Publishers, 13 p. (Advances in Neural Information Processing Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile113 Downloads (Pure) -
Sparse Gaussian processes for stochastic differential equations
Verma, P., Adam, V. & Solin, A., 2021.Research output: Contribution to conference › Paper › Scientific › peer-review
Open Access
-
Solin Arno AT-kulut jatko: Probabilistic principles for latent space exploration in deep learning
Solin, A. (Principal investigator), Verma, P. (Project Member), Li, R. (Project Member) & Wang, H. (Project Member)
01/09/2024 → 31/08/2026
Project: RCF Academy Research Fellow: Research costs
-
Solin Arno AT kulut /AoF costs: Probabilistic principles for latent space exploration in deep learning
Solin, A. (Principal investigator), Verma, P. (Project Member), Wang, H. (Project Member), Tamir, E. (Project Member) & Li, R. (Project Member)
01/09/2021 → 31/12/2024
Project: RCF Academy Research Fellow: Research costs
-
-: Shallow models meet deep vision
Solin, A. (Principal investigator), Mereu, R. (Project Member), Trapp, M. (Project Member), Wang, H. (Project Member), Tamir, E. (Project Member), Li, R. (Project Member), Verma, P. (Project Member) & Chang, P. (Project Member)
01/09/2019 → 31/08/2023
Project: Academy of Finland: Other research funding