← Bayesian & Probabilistic
Artificial Intelligence › Bayesian & Probabilistic ›

Probabilistic Modeling

2591 directly classified papers

Papers per year

Papers

Plato's Cave in the Dempster-Shafer land--the Link between Pignistic and Plausibility Transformations IJCAI 2017
Efficient Inference for Untied MLNs IJCAI 2017
Weighted Model Integration with Orthogonal Transformations IJCAI 2017
A Trust-based Mixture of Gaussian Processes Model for Reliable Regression in Participatory Sensing IJCAI 2017
Fast Sparse Gaussian Markov Random Fields Learning Based on Cholesky Factorization IJCAI 2017
SVD-Based Screening for the Graphical Lasso IJCAI 2017
Optimal Feature Selection for Decision Robustness in Bayesian Networks IJCAI 2017
A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings ACML 2017
Most Probable Explanations for Probabilistic Database Queries IJCAI 2017
Efficient Weighted Model Integration via SMT-Based Predicate Abstraction IJCAI 2017
The Mixing of Markov Chains on Linear Extensions in Practice IJCAI 2017
Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold CVPR 2017
Inference Compilation and Universal Probabilistic Programming AISTATS 2017
Curriculum Learning Based Probabilistic Linear Discriminant Analysis for Noise Robust Speaker Recognition INTERSPEECH 2017
DNN-SPACE: DNN-HMM-Based Generative Model of Voice F0Contours for Statistical Phrase/Accent Command Estimation INTERSPEECH 2017
Dynamic Collaborative Filtering With Compound Poisson Factorization AISTATS 2017
Testing Bayesian Networks COLT 2017
Gray-box Inference for Structured Gaussian Process Models AISTATS 2017
Logic meets Probability: Towards Explainable AI Systems for Uncertain Worlds IJCAI 2017
Learning the Structure of Variable-Order CRFs: a finite-state perspective EMNLP 2017
Locally Consistent Bayesian Network Scores for Multi-Relational Data IJCAI 2017
Classical Generalized Probabilistic Satisfiability IJCAI 2017
Reasoning about Probabilities in Unbounded First-Order Dynamical Domains IJCAI 2017
A Correlated Topic Model Using Word Embeddings IJCAI 2017
Solving Probability Problems in Natural Language IJCAI 2017