Nikita Kotelevskii

uncertainty quantification (4) federated learning (3) personalized model (2) markov chain monte carlo (2) importance sampling (1) nonparametric estimation (1) annealed importance sampling (1) latent variable model (1) data heterogeneity (1) variational autoencoder (1) confidence set (1) out-of-distribution detection (1) client heterogeneity (1) evidence lower bound (1) aleatoric uncertainty (1) predictive uncertainty (1) personalized federated learning (1) posterior network (1) personalized learning (1) deep latent variable model (1)