latent variable

Estimating Causal Effects with Ancestral Graph Markov Models PGM 2016 “How Bullying is this Message?”: A Psychometric Thermometer for Bullying COLING 2016 Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP) CVPR 2016 Modeling and Transforming Speech Using Variational Autoencoders Interspeech 2016 Sequential Neural Models with Stochastic Layers NeurIPS 2016 Spectral Methods Meet EM: A Provably Optimal Algorithm for Crowdsourcing JMLR 2016 Towards Conceptual Compression NeurIPS 2016 Twin Model G-PLDA for Duration Mismatch Compensation in Text-Independent Speaker Verification Interspeech 2016 UAV Sensor Fusion With Latent-Dynamic Conditional Random Fields in Coronal Plane Estimation CVPR 2016 A Gaussian Process Model of Quasar Spectral Energy Distributions NeurIPS 2015 A Recurrent Latent Variable Model for Sequential Data NeurIPS 2015 BACKSHIFT: Learning causal cyclic graphs from unknown shift interventions NeurIPS 2015 Copula variational inference NeurIPS 2015 Dependent Multinomial Models Made Easy: Stick-Breaking with the Polya-gamma Augmentation NeurIPS 2015 Gaussian Process Random Fields NeurIPS 2015 Group Membership Prediction ICCV 2015 Hyperspectral Compressive Sensing Using Manifold-Structured Sparsity Prior ICCV 2015 Latent Topic Networks: A Versatile Probabilistic Programming Framework for Topic Models ICML 2015 Learning Ensembles of Potential Functions for Structured Prediction With Latent Variables ICCV 2015 Learning Structured Output Representation using Deep Conditional Generative Models NeurIPS 2015 Learning to Linearize Under Uncertainty NeurIPS 2015 Learning with Relaxed Supervision NeurIPS 2015 Multi-instance multi-label learning in the presence of novel class instances ICML 2015 Multiple Instance Learning for Soft Bags via Top Instances CVPR 2015 Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs ICML 2015