probabilistic model

Temporal Grounding Graphs for Language Understanding with Accrued Visual-Linguistic Context IJCAI 2017 Tensor Decomposition with Missing Indices IJCAI 2017 The Sample Complexity of Online One-Class Collaborative Filtering ICML 2017 Tractability in Structured Probability Spaces NeurIPS 2017 Achieving budget-optimality with adaptive schemes in crowdsourcing NeurIPS 2016 A Probabilistic Model of Social Decision Making based on Reward Maximization NeurIPS 2016 Beyond Exchangeability: The Chinese Voting Process NeurIPS 2016 Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR 2016 Collapsed Variational Inference for Sum-Product Networks ICML 2016 DISCO Nets : DISsimilarity COefficients Networks NeurIPS 2016 Disease Trajectory Maps NeurIPS 2016 Dynamic Sum Product Networks for Tractable Inference on Sequence Data PGM 2016 Efficient Grounding of Abstract Spatial Concepts for Natural Language Interaction with Robot Manipulators RSS 2016 Exploring Differential Topic Models for Comparative Summarization of Scientific Papers COLING 2016 Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation COLING 2016 Fast Inference for Interactive Models of Text COLING 2016 Hierarchical Probabilistic Matrix Factorization with Network Topology for Multi-relational Social Network ACML 2016 Latent Point Process Allocation AISTATS 2016 Monocular 3D Object Detection for Autonomous Driving CVPR 2016 Multi-Label Classification with Cutset Networks PGM 2016 Non-negative Matrix Factorization for Discrete Data with Hierarchical Side-Information AISTATS 2016 Predicting Disease Progression with a Model for Multivariate Longitudinal Clinical Data MLHC 2016 Robust Visual Place Recognition With Graph Kernels CVPR 2016 The Generalized Reparameterization Gradient NeurIPS 2016 The Sum-Product Theorem: A Foundation for Learning Tractable Models ICML 2016