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Bayesian Inference

4821 directly classified papers

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Papers

Proportion Priors for Image Sequence Segmentation ICCV 2013
Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling ICCV 2013
Markov Network-Based Unified Classifier for Face Identification ICCV 2013
A Video Representation Using Temporal Superpixels CVPR 2013
Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models NIPS 2013
Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty NIPS 2013
Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering NIPS 2013
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms NIPS 2013
Online Variational Approximations to non-Exponential Family Change Point Models: With Application to Radar Tracking NIPS 2013
Streaming Variational Bayes NIPS 2013
Approximate Inference in Continuous Determinantal Processes NIPS 2013
Factorized Asymptotic Bayesian Inference for Latent Feature Models NIPS 2013
High-Dimensional Gaussian Process Bandits NIPS 2013
Scalable Inference for Logistic-Normal Topic Models NIPS 2013
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NIPS 2013
Learning to Pass Expectation Propagation Messages NIPS 2013
Efficient Online Inference for Bayesian Nonparametric Relational Models NIPS 2013
Blind Calibration in Compressed Sensing using Message Passing Algorithms NIPS 2013
Approximate Gaussian process inference for the drift function in stochastic differential equations NIPS 2013
Smooth Operators ICML 2013
Dynamic Copula Networks for Modeling Real-valued Time Series AISTATS 2013
ODE parameter inference using adaptive gradient matching with Gaussian processes AISTATS 2013
Bayesian learning of joint distributions of objects AISTATS 2013
Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes CVPR 2013
Variational Inference for Mahalanobis Distance Metrics in Gaussian Process Regression NIPS 2013