Bayesian Inference

Bingham Distribution-Based Linear Filter for Online Pose Estimation RSS 2017 Black-box Importance Sampling AISTATS 2017 Canopy Fast Sampling with Cover Trees ICML 2017 CherryPick: Adaptively Unearthing the Best Cloud Configurations for Big Data Analytics NSDI 2017 Coarse-to-Fine Lifted MAP Inference in Computer Vision IJCAI 2017 Coherent Predictive Inference under Exchangeability with Imprecise Probabilities (Extended Abstract) IJCAI 2017 Collapsed variational Bayes for Markov jump processes NeurIPS 2017 Collisions as Information Sources in Densely Packed Multi-Robot Systems Under Mean-Field Approximations RSS 2017 Compressed Nonparametric Language Modelling IJCAI 2017 Concrete Dropout NeurIPS 2017 Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models AISTATS 2017 Constrained Bayesian Reinforcement Learning via Approximate Linear Programming IJCAI 2017 Convergence rates of a partition based Bayesian multivariate density estimation method NeurIPS 2017 Correlational Gaussian Processes for Cross-Domain Visual Recognition CVPR 2017 Deep Generative Models for Relational Data with Side Information ICML 2017 Deep Kernels for Optimizing Locomotion Controllers CoRL 2017 Deep Mean-Shift Priors for Image Restoration NeurIPS 2017 Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA JMLR 2017 Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes AISTATS 2017 Diachrony-aware Induction of Binary Latent Representations from Typological Features IJCNLP 2017 Differentially private Bayesian learning on distributed data NeurIPS 2017 Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models ICML 2017 Differential Privacy for Bayesian Inference through Posterior Sampling JMLR 2017 Disambiguating Energy Disaggregation: A Collective Probabilistic Approach IJCAI 2017 Discovering Relevance-Dependent Bicluster Structure from Relational Data IJCAI 2017