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Bayesian Inference

4,821 papers

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Papers

Bayesian Graph Convolution LSTM for Skeleton Based Action Recognition ICCV 2019
Bayesian Adaptive Superpixel Segmentation ICCV 2019
Robust Variational Bayesian Point Set Registration ICCV 2019
A Bayesian Optimization Framework for Neural Network Compression ICCV 2019
An Alarm System for Segmentation Algorithm Based on Shape Model ICCV 2019
The Kernel Interaction Trick: Fast Bayesian Discovery of Pairwise Interactions in High Dimensions ICML 2019
Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation ICML 2019
Bayesian Optimization of Composite Functions ICML 2019
Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA ICML 2019
Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior ICML 2019
Recurrent Kalman Networks: Factorized Inference in High-Dimensional Deep Feature Spaces ICML 2019
Switching Linear Dynamics for Variational Bayes Filtering ICML 2019
Rates of Convergence for Sparse Variational Gaussian Process Regression ICML 2019
Automated Model Selection with Bayesian Quadrature ICML 2019
Variational Inference for sparse network reconstruction from count data ICML 2019
Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets ICML 2019
Bayesian Optimization Meets Bayesian Optimal Stopping ICML 2019
Learning interpretable continuous-time models of latent stochastic dynamical systems ICML 2019
Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization ICML 2019
Adaptive Sensor Placement for Continuous Spaces ICML 2019
Automatic Posterior Transformation for Likelihood-Free Inference ICML 2019
Bayesian Deconditional Kernel Mean Embeddings ICML 2019
Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models ICML 2019
Overcoming Mean-Field Approximations in Recurrent Gaussian Process Models ICML 2019
GOODE: A Gaussian Off-The-Shelf Ordinary Differential Equation Solver ICML 2019