Bayesian Inference

Prediction Risk for the Horseshoe Regression JMLR 2019 Preferences Implicit in the State of the World ICLR 2019 Principal Component Analysis in the Local Differential Privacy Model IJCAI 2019 Prior Convictions: Black-box Adversarial Attacks with Bandits and Priors ICLR 2019 Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification Interspeech 2019 Probabilistic End-To-End Noise Correction for Learning With Noisy Labels CVPR 2019 Probabilistic-Logic Bots for Efficient Evaluation of Business Rules Using Conversational Interfaces AAAI 2019 Probabilistic Logic Neural Networks for Reasoning NeurIPS 2019 Probabilistic Logic Programming with Beta-Distributed Random Variables AAAI 2019 Probabilistic Permutation Synchronization Using the Riemannian Structure of the Birkhoff Polytope CVPR 2019 Probabilistic Planning with Sequential Monte Carlo methods ICLR 2019 Probabilistic Programming for Birth-Death Models of Evolution Using an Alive Particle Filter with Delayed Sampling UAI 2019 ProbGAN: Towards Probabilistic GAN with Theoretical Guarantees ICLR 2019 Projected Stein Variational Newton: A Fast and Scalable Bayesian Inference Method in High Dimensions NeurIPS 2019 Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters NeurIPS 2019 Provable Gradient Variance Guarantees for Black-Box Variational Inference NeurIPS 2019 Pseudo-Bayesian Learning with Kernel Fourier Transform as Prior AISTATS 2019 Pseudo-Extended Markov chain Monte Carlo NeurIPS 2019 Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization ICML 2019 Ranked Programming IJCAI 2019 Rates of Convergence for Sparse Variational Gaussian Process Regression ICML 2019 Real-Time Reactive Trip Avoidance for Powered Transfemoral Prostheses RSS 2019 Recall Traces: Backtracking Models for Efficient Reinforcement Learning ICLR 2019 Receding Horizon Curiosity CoRL 2019 Recurrent Kalman Networks: Factorized Inference in High-Dimensional Deep Feature Spaces ICML 2019