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Probabilistic Modeling

2,252 papers

Papers per year

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Papers

Evidence Estimation for Bayesian Partially Observed MRFs AISTATS 2013
Dynamic Copula Networks for Modeling Real-valued Time Series AISTATS 2013
Structure Learning of Mixed Graphical Models AISTATS 2013
Dynamic Scaled Sampling for Deterministic Constraints AISTATS 2013
Bethe Bounds and Approximating the Global Optimum AISTATS 2013
Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013
Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes AISTATS 2013
Sparse Adaptive Dirichlet-Multinomial-like Processes COLT 2013
Consistency of Robust Kernel Density Estimators COLT 2013
Horizon-Independent Optimal Prediction with Log-Loss in Exponential Families COLT 2013
Complexity Theoretic Lower Bounds for Sparse Principal Component Detection COLT 2013
Accurate and Robust Registration of Nonrigid Surface Using Hierarchical Statistical Shape Model CVPR 2013
Tracking People and Their Objects CVPR 2013
Probabilistic Label Trees for Efficient Large Scale Image Classification CVPR 2013
Lost! Leveraging the Crowd for Probabilistic Visual Self-Localization CVPR 2013
Procrustean Normal Distribution for Non-rigid Structure from Motion CVPR 2013
A Principled Deep Random Field Model for Image Segmentation CVPR 2013
Probabilistic Elastic Matching for Pose Variant Face Verification CVPR 2013
Probabilistic Graphlet Cut: Exploiting Spatial Structure Cue for Weakly Supervised Image Segmentation CVPR 2013
Scene Parsing by Integrating Function, Geometry and Appearance Models CVPR 2013
Hallucinated Humans as the Hidden Context for Labeling 3D Scenes CVPR 2013
Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space CVPR 2013
Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes CVPR 2013
A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration CVPR 2013
A Higher-Order CRF Model for Road Network Extraction CVPR 2013