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variational inference

2069 papers

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Also known as

VI-NET VRNN VBI SVI VIBE VQ-VAE ADVI VARNET MCVI PARVI SAVI VI VAE VMP VB BBVI ELBO VIB

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

Self-Paced Deep Reinforcement Learning NIPS 2020
Deep Archimedean Copulas NIPS 2020
Greedy inference with structure-exploiting lazy maps NIPS 2020
Efficient Low Rank Gaussian Variational Inference for Neural Networks NIPS 2020
Online Neural Connectivity Estimation with Noisy Group Testing NIPS 2020
Multi-label Contrastive Predictive Coding NIPS 2020
Zero-Resource Knowledge-Grounded Dialogue Generation NIPS 2020
Hamiltonian Monte Carlo using an adjoint-differentiated Laplace approximation: Bayesian inference for latent Gaussian models and beyond NIPS 2020
Robust, Accurate Stochastic Optimization for Variational Inference NIPS 2020
Spike and slab variational Bayes for high dimensional logistic regression NIPS 2020
Robustness of Bayesian Neural Networks to Gradient-Based Attacks NIPS 2020
Improved Variational Bayesian Phylogenetic Inference with Normalizing Flows NIPS 2020
Effective Decoding in Graph Auto-Encoder Using Triadic Closure AAAI 2020
What Is It You Really Want of Me? Generalized Reward Learning with Biased Beliefs about Domain Dynamics AAAI 2020
Robust Data Programming with Precision-guided Labeling Functions AAAI 2020
Variational Metric Scaling for Metric-Based Meta-Learning AAAI 2020
Diversified Interactive Recommendation with Implicit Feedback AAAI 2020
Radial and Directional Posteriors for Bayesian Deep Learning AAAI 2020
Graph Representation Learning via Ladder Gamma Variational Autoencoders AAAI 2020
Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression AAAI 2020
Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval AAAI 2020
Variational Adversarial Kernel Learned Imitation Learning AAAI 2020
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances ICML 2020
Latent Bernoulli Autoencoder ICML 2020
Switching Poisson Gamma Dynamical Systems IJCAI 2020