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variational inference

2069 papers

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VI

Co-occurring keywords

bayesian inference (1904) gaussian process (1198) generative model (2889) variational autoencoder (1282) latent variable model (564) probabilistic modeling (851) representation learning (6174) uncertainty quantification (1365) latent variable (541) approximate inference (253)

Papers

Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues NIPS 2018
Variational Inference with Tail-adaptive f-Divergence NIPS 2018
Distributed Multitask Reinforcement Learning with Quadratic Convergence NIPS 2018
Variational Knowledge Graph Reasoning NAACL 2018
Deep Generative Model for Joint Alignment and Word Representation NAACL 2018
Deep Generative Models with Learnable Knowledge Constraints NIPS 2018
Bucket Renormalization for Approximate Inference ICML 2018
Fixing a Broken ELBO ICML 2018
Stein Variational Gradient Descent Without Gradient ICML 2018
Hamiltonian Variational Auto-Encoder NIPS 2018
Heterogeneous Multi-output Gaussian Process Prediction NIPS 2018
Large-Scale Cox Process Inference using Variational Fourier Features ICML 2018
A Hierarchical Latent Structure for Variational Conversation Modeling NAACL 2018
Transfer of Value Functions via Variational Methods NIPS 2018
Deep Dirichlet Multinomial Regression NAACL 2018
Variational Inverse Control with Events: A General Framework for Data-Driven Reward Definition NIPS 2018
Neural Models for Documents with Metadata ACL 2018
Bayesian Model-Agnostic Meta-Learning NIPS 2018
Point process latent variable models of larval zebrafish behavior NIPS 2018
Using Large Ensembles of Control Variates for Variational Inference NIPS 2018
The Mean-Field Approximation: Information Inequalities, Algorithms, and Complexity COLT 2018
Learning Invariances using the Marginal Likelihood NIPS 2018
A Stochastic Decoder for Neural Machine Translation ACL 2018
SLANG: Fast Structured Covariance Approximations for Bayesian Deep Learning with Natural Gradient NIPS 2018
Interpretable Latent Spaces for Learning from Demonstration CORL 2018