Edwin V. Bonilla

gaussian process (13) variational inference (11) bayesian inference (4) approximate inference (3) gaussian processes (3) sparse approximation (2) uncertainty quantification (2) representation learning (2) black-box inference (2) bayesian optimization (2) bayesian approach (2) latent space (2) probabilistic modeling (2) multi-task learning (2) structure learning (1) regularization (1) image classification (1) active learning (1) model calibration (1) gradient-based optimization (1)