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Bayesian Inference

4,821 papers

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Papers

A Dynamic Bayesian Network Based Merge Mechanism for Autonomous Vehicles AAAI 2019
Variational BEJG Solvers for Marginal-MAP Inference with Accurate Approximation of B-Conditional Entropy AAAI 2019
Efficient Neutrino Oscillation Parameter Inference with Gaussian Process AAAI 2019
Multilingual Factor Analysis ACL 2019
Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization ACL 2019
Compound Probabilistic Context-Free Grammars for Grammar Induction ACL 2019
Open Domain Event Extraction Using Neural Latent Variable Models ACL 2019
Leveraging Meta Information in Short Text Aggregation ACL 2019
Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models ACL 2019
Second-Order Semantic Dependency Parsing with End-to-End Neural Networks ACL 2019
Better Exploiting Latent Variables in Text Modeling ACL 2019
Word2Sense: Sparse Interpretable Word Embeddings ACL 2019
Variational Pretraining for Semi-supervised Text Classification ACL 2019
An Automated Framework for Fast Cognate Detection and Bayesian Phylogenetic Inference in Computational Historical Linguistics ACL 2019
Latent Variable Model for Multi-modal Translation ACL 2019
Deep Bayesian Natural Language Processing ACL 2019
GASC: Genre-Aware Semantic Change for Ancient Greek ACL 2019
Gaussian Process Models of Sound Change in Indo-Aryan Dialectology ACL 2019
Efficient Language Modeling with Automatic Relevance Determination in Recurrent Neural Networks ACL 2019
Minimax Online Prediction of Varying Bernoulli Process under Variational Approximation ACML 2019
Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter ACML 2019
Variational Inference from Ranked Samples with Features ACML 2019
A Generalization Bound for Online Variational Inference ACML 2019
Active Change-Point Detection ACML 2019
Trust Region Sequential Variational Inference ACML 2019