Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master of Science, Aalto University
Award Date: 30 Jul 2021
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Dive into the research topics where Prakhar Verma is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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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 Access -
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 AccessFile23 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 AccessFile72 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