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bayesian classification

11 papers

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Co-occurring keywords · papers mentioning both

gaussian process (2) uncertainty quantification (2) discriminant function (1) generalisation bound (1) error exponent (1) mri segmentation (1) gabor texture feature (1) voxel classification (1) surgical skill assessment (1) latent gaussian variable (1)

Papers

Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes ICLR 2021 Uncertainty-aware Active Learning for Optimal Bayesian Classifier ICLR 2021 Robust Bayesian Classification Using An Optimistic Score Ratio ICML 2020 Efficient Deep Approximation of GMMs NeurIPS 2019 Nonzero-sum Adversarial Hypothesis Testing Games NeurIPS 2019 Pattern-Based Behavioural Analysis on Neurosurgical Simulation Data MLHC 2018 Permuted and Augmented Stick-Breaking Bayesian Multinomial Regression JMLR 2018 Representing and Learning High Dimensional Data With the Optimal Transport Map From a Probabilistic Viewpoint CVPR 2018 Iterative Multilevel MRF Leveraging Context and Voxel Information for Brain Tumour Segmentation in MRI CVPR 2014 Diagonal Orthant Multinomial Probit Models AISTATS 2013 PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification JMLR 2002