no code implementations • 28 Feb 2024 • Jan Henrik Bertrand, Jacopo Pio Gargano, Laurent Mombaerts, Jonathan Taws
In recent years, exploiting the domain-specific underlying structure of data and its generative factors for representation learning has shown success in various use-case agnostic applications.
1 code implementation • 24 Aug 2018 • Atte Aalto, Lauri Viitasaari, Pauliina Ilmonen, Laurent Mombaerts, Jorge Goncalves
BINGO is based on MCMC sampling of trajectories of the GPDM and estimating the hyperparameters of the covariance function of the Gaussian process.
Optimization and Control Statistics Theory Molecular Networks Statistics Theory