Bayesian & Probabilistic

Planar Prior Assisted PatchMatch Multi-View Stereo AAAI 2020 PointGMM: A Neural GMM Network for Point Clouds CVPR 2020 Poset Representations for Sets of Elementary Triplets PGM 2020 Prediction Focused Topic Models via Feature Selection AISTATS 2020 Prediction of High Risk of Deviations in Home Care Deliveries PGM 2020 Predictive Uncertainty Estimation for Tractable Deep Probabilistic Models IJCAI 2020 Prior-aware Composition Inference for Spectral Topic Models AISTATS 2020 Privacy-Preserving Gaussian Process Regression – A Modular Approach to the Application of Homomorphic Encryption AAAI 2020 Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering ACL 2020 Probabilistic Circuits for Variational Inference in Discrete Graphical Models NeurIPS 2020 Probabilistic Graphical Models with Neural Networks in InferPy PGM 2020 Probabilistic Inference for Predicate Constraint Satisfaction AAAI 2020 Probabilistic Inference with Algebraic Constraints: Theoretical Limits and Practical Approximations NeurIPS 2020 Probabilistic Linear Solvers for Machine Learning NeurIPS 2020 Probabilistic Orientation Estimation with Matrix Fisher Distributions NeurIPS 2020 Probabilistic Regression for Visual Tracking CVPR 2020 Probabilistic Safety Constraints for Learned High Relative Degree System Dynamics L4DC 2020 Probabilistic Structural Latent Representation for Unsupervised Embedding CVPR 2020 Probabilistic Time Series Forecasting with Shape and Temporal Diversity NeurIPS 2020 Proximity Operator of the Matrix Perspective Function and its Applications NeurIPS 2020 Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables IJCAI 2020 Quantile Graphical Models: a Bayesian Approach JMLR 2020 Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation IJCAI 2020 Recurrent Switching Dynamical Systems Models for Multiple Interacting Neural Populations NeurIPS 2020 Regret Bound for Safe Gaussian Process Bandit Optimization L4DC 2020