Probabilistic Modeling

Ordinal Graphical Models: A Tale of Two Approaches ICML 2017 PASS-GLM: polynomial approximate sufficient statistics for scalable Bayesian GLM inference NeurIPS 2017 Personalized Quantification of Voice Attractiveness in Multidimensional Merit Space Interspeech 2017 Plato's Cave in the Dempster-Shafer land--the Link between Pignistic and Plausibility Transformations IJCAI 2017 Poisson Random Fields for Dynamic Feature Models JMLR 2017 Predicting User Activity Level In Point Processes With Mass Transport Equation NeurIPS 2017 Prediction Performance After Learning in Gaussian Process Regression AISTATS 2017 Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge EACL 2017 Probabilistic Inference in Hybrid Domains IJCAI 2017 Probabilistic Models for Integration Error in the Assessment of Functional Cardiac Models NeurIPS 2017 Probabilistic Rule Realization and Selection NeurIPS 2017 Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes NeurIPS 2017 Qualitative Differences in L3 Learners’ Neurophysiological Response to L1 versus L2 Transfer Interspeech 2017 Random Feature Expansions for Deep Gaussian Processes ICML 2017 Reasoning about Probabilities in Unbounded First-Order Dynamical Domains IJCAI 2017 Recovering Probability Distributions from Missing Data ACML 2017 Reliable Decision Support using Counterfactual Models NeurIPS 2017 Resolution of Referential Ambiguity in Human-Robot Dialogue Using Dempster-Shafer Theoretic Pragmatics RSS 2017 Robust Probabilistic Modeling with Bayesian Data Reweighting ICML 2017 Segment-Level Neural Conditional Random Fields for Named Entity Recognition IJCNLP 2017 Sequential Graph Matching with Sequential Monte Carlo AISTATS 2017 Solving Probability Problems in Natural Language IJCAI 2017 Speaker Verification via Estimating Total Variability Space Using Probabilistic Partial Least Squares Interspeech 2017 Spectral Mixture Kernels for Multi-Output Gaussian Processes NeurIPS 2017 SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling ICML 2017