Jonas Rothfuss

neural network (3) causal discovery (3) bayesian neural network (3) bayesian optimization (3) uncertainty quantification (3) variational inference (3) epistemic uncertainty (2) inductive bia (2) bayesian inference (2) generalization bound (2) optimal transport (1) sequential decision-making (1) causal inference (1) causal structure learning (1) gradient-based optimization (1) reproducing kernel hilbert space (1) representation learning (1) pac-bayes theory (1) gaussian process (1) policy gradient (1)