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Probabilistic Modeling

2,599 papers

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Papers

Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms ICML 2018
Bayesian Quadrature for Multiple Related Integrals ICML 2018
Learning Registered Point Processes from Idiosyncratic Observations ICML 2018
Dependent Relational Gamma Process Models for Longitudinal Networks ICML 2018
Message Passing Stein Variational Gradient Descent ICML 2018
Combining Opinion Pooling and Evidential Updating for Multi-Agent Consensus IJCAI 2018
Learning Robust Gaussian Process Regression for Visual Tracking IJCAI 2018
DMC: A Distributed Model Counter IJCAI 2018
Neural Networks for Predicting Algorithm Runtime Distributions IJCAI 2018
Probabilistic bipolar abstract argumentation frameworks: complexity results IJCAI 2018
Possibilistic ASP Base Revision by Certain Input IJCAI 2018
Structured Inference for Recurrent Hidden Semi-markov Model IJCAI 2018
Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics IJCAI 2018
A Bayesian Latent Variable Model of User Preferences with Item Context IJCAI 2018
Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization IJCAI 2018
Joint Posterior Revision of NLP Annotations via Ontological Knowledge IJCAI 2018
Metadata-dependent Infinite Poisson Factorization for Efficiently Modelling Sparse and Large Matrices in Recommendation IJCAI 2018
A Savage-style Utility Theory for Belief Functions IJCAI 2018
Probabilistic Machine Learning: Models, Algorithms and a Programming Library IJCAI 2018
FACTS: A Hierarchical Task-based Control Model of Speech Incorporating Sensory Feedback INTERSPEECH 2018
Reconstructing Neutral Speech from Tracheoesophageal Speech INTERSPEECH 2018
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions INTERSPEECH 2018
Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2018
Error Modeling via Asymmetric Laplace Distribution for Deep Neural Network Based Single-Channel Speech Enhancement INTERSPEECH 2018
Cross-lingual Speech Emotion Recognition through Factor Analysis INTERSPEECH 2018