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Probabilistic Modeling

1884 directly classified papers

Papers per year

Papers

Bayesian Language Model based on Mixture of Segmental Contexts for Spontaneous Utterances with Unexpected Words COLING 2016
Scalable Approximate Bayesian Inference for Outlier Detection under Informative Sampling JMLR 2016
Learning Planar Ising Models JMLR 2016
Online Trans-dimensional von Mises-Fisher Mixture Models for User Profiles JMLR 2016
Bayesian group factor analysis with structured sparsity JMLR 2016
Scalable MCMC for Mixed Membership Stochastic Blockmodels AISTATS 2016
Variational Tempering AISTATS 2016
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs COLING 2016
A Bayesian model for joint word alignment and part-of-speech transfer COLING 2016
Probabilistic Prototype Model for Serendipitous Property Mining COLING 2016
End-To-End Saliency Mapping via Probability Distribution Prediction CVPR 2016
Deep Gaussian Conditional Random Field Network: A Model-Based Deep Network for Discriminative Denoising CVPR 2016
Mixture of Bilateral-Projection Two-Dimensional Probabilistic Principal Component Analysis CVPR 2016
A Probabilistic Collaborative Representation Based Approach for Pattern Classification CVPR 2016
Visual Path Prediction in Complex Scenes With Crowded Moving Objects CVPR 2016
From Noise Modeling to Blind Image Denoising CVPR 2016
Exploring Differential Topic Models for Comparative Summarization of Scientific Papers COLING 2016
Dynamic Generative model for Diachronic Sense Emergence Detection COLING 2016
Supervised Learning of Acoustic Models in a Zero Resource Setting to Improve DPGMM Clustering INTERSPEECH 2016
Generative Acoustic-Phonemic-Speaker Model Based on Three-Way Restricted Boltzmann Machine INTERSPEECH 2016
Twin Model G-PLDA for Duration Mismatch Compensation in Text-Independent Speaker Verification INTERSPEECH 2016
Model Integration for HMM- and DNN-Based Speech Synthesis Using Product-of-Experts Framework INTERSPEECH 2016
Joint Structural Estimation of Multiple Graphical Models JMLR 2016
Optimal Estimation and Completion of Matrices with Biclustering Structures JMLR 2016
Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models JMLR 2016