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Prakhar Verma
Prakhar Verma
Doctoral Researcher, Aalto University
Verified email at aalto.fi - Homepage
Title
Cited by
Cited by
Year
Scalable inference in SDEs by direct matching of the Fokker–Planck–Kolmogorov equation
A Solin, E Tamir, P Verma
Advances in Neural Information Processing Systems 34, 417-429, 2021
142021
Fantasizing with Dual GPs in Bayesian Optimization and Active Learning
PE Chang, P Verma, ST John, V Picheny, H Moss, A Solin
arXiv preprint arXiv:2211.01053, 2022
42022
Memory-Based Dual Gaussian Processes for Sequential Learning
PE Chang, P Verma, ST John, A Solin, ME Khan
International Conference on Machine Learning, 4035-4054, 2023
32023
PriorCVAE: scalable MCMC parameter inference with Bayesian deep generative modelling
E Semenova, P Verma, M Cairney-Leeming, A Solin, S Bhatt, S Flaxman
arXiv preprint arXiv:2304.04307, 2023
12023
Sparse Gaussian processes for stochastic differential equations
P Verma, A Vincent, A Solin
The Symbiosis of Deep Learning and Differential Equations, 2021
12021
Variational Gaussian Process Diffusion Processes
P Verma, V Adam, A Solin
International Conference on Artificial Intelligence and Statistics, 1909-1917, 2024
2024
Sequential Learning in GPs with Memory and Bayesian Leverage Score
P Verma, PE Chang, A Solin, ME Khan
Continual Lifelong Learning Workshop at ACML 2022, 2022
2022
MAGEC: machine assisted geometry extraction and creation
F Palnak, K Nikhal, P Verma, R Panchani, S Rohankar
Twelfth International Conference on Machine Vision (ICMV 2019) 11433, 811-815, 2020
2020
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