Gaussian processes at the Helm(holtz): A more fluid model for ocean currents.
Renato BerlinghieriBrian L. TrippeDavid R. BurtRyan James GiordanoKaushik SrinivasanTamay M. ÖzgökmenJunfei XiaTamara BroderickPublished in: ICML (2023)
Keyphrases
- gaussian processes
- fluid model
- stochastic model
- gaussian process
- steady state
- queueing networks
- arrival rate
- state dependent
- queueing systems
- gaussian process regression
- human pose estimation
- heavy traffic
- gaussian process models
- hyperparameters
- probability distribution
- independent and identically distributed
- neural network
- multi task
- noise level
- closed form
- random variables
- supply chain
- special case
- feature selection
- covariance function