Bayesian Inference

Ising Models with Latent Conditional Gaussian Variables ALT 2019 Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization ACL 2019 Joint Semi-Supervised Feature Selection and Classification through Bayesian Approach AAAI 2019 Kernelized Bayesian Softmax for Text Generation NeurIPS 2019 Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features AISTATS 2019 Latent Dirichlet Allocation Based Acoustic Data Selection for Automatic Speech Recognition Interspeech 2019 Latent Variable Model for Multi-modal Translation ACL 2019 Learnable Embedding Space for Efficient Neural Architecture Compression ICLR 2019 Learning Diverse Bayesian Networks AAAI 2019 Learning Flexible Latent Representations via Encapsulated Variational Encoders AAAI 2019 Learning for Single-Shot Confidence Calibration in Deep Neural Networks Through Stochastic Inferences CVPR 2019 Learning Hawkes Processes from a handful of events NeurIPS 2019 Learning Hierarchical Priors in VAEs NeurIPS 2019 Learning interpretable continuous-time models of latent stochastic dynamical systems ICML 2019 Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting IJCAI 2019 Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds EMNLP 2019 Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior AAAI 2019 Learning Nonsymmetric Determinantal Point Processes NeurIPS 2019 Learning Plackett-Luce Mixtures from Partial Preferences AAAI 2019 Learning Procedural Abstractions and Evaluating Discrete Latent Temporal Structure ICLR 2019 Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning NeurIPS 2019 Leveraging Meta Information in Short Text Aggregation ACL 2019 Leveraging Structural and Semantic Correspondence for Attribute-Oriented Aspect Sentiment Discovery EMNLP 2019 LF-MMI Training of Bayesian and Gaussian Process Time Delay Neural Networks for Speech Recognition Interspeech 2019 LF-PPL: A Low-Level First Order Probabilistic Programming Language for Non-Differentiable Models AISTATS 2019