deep-learning 4 kronecker-factored-approximation 4 pytorch 3 approximate-inference 2 bayes-by-backprop 2 bayesian-inference 2 bayesian-neural-networks 2 hmc 2 langevin-dynamics 2 local-reparametrization-trick 2 mcmc 2 sgld 2 uncertainty 2 uncertainty-neural-networks 2 variational-inference 2 mc-dropout 1 out-of-distribution-detection 1 regression 1 reproducible-research 1 classification 1 second-order 1 roboschool 1 reinforcement-learning 1 proximal-policy-optimization 1 affine-group 1 hessian-vector-product 1 lie-groups 1 low-rank-approximation 1 optimization-algorithms 1 preconditioner 1 second-order-optimization 1 stochastic-gradient-descent 1 a2c 1 acktr 1 actor-critic 1 advantage-actor-critic 1 ale 1 atari 1 continuous-control 1 deep-reinforcement-learning 1 hessian 1 kfac 1 mujoco 1 natural-gradients 1 ppo 1