Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Yu, Hon Sum Alec"'
We investigate the use of derivative information for Batch Active Learning in Gaussian Process regression models. The proposed approach employs the predictive covariance matrix for selection of data batches to exploit full correlation of samples. We
Externí odkaz:
http://arxiv.org/abs/2408.01861
We investigate active learning in Gaussian Process state-space models (GPSSM). Our problem is to actively steer the system through latent states by determining its inputs such that the underlying dynamics can be optimally learned by a GPSSM. In order
Externí odkaz:
http://arxiv.org/abs/2108.00819