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Variational Inference

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TitleStatusHype
Using the Path of Least Resistance to Explain Deep NetworksCode0
VaiPhy: a Variational Inference Based Algorithm for PhylogenyCode0
VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the EdgeCode0
Deconfounding Imitation Learning with Variational InferenceCode0
Analytical Approximation of the ELBO Gradient in the Context of the Clutter ProblemCode0
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep LearningCode0
Harnessing Out-Of-Distribution Examples via Augmenting Content and StyleCode0
Generating Neural Networks with Neural NetworksCode0
Generative Adversarial Networks with Decoder-Encoder Output NoiseCode0
Collapsed Variational Bounds for Bayesian Neural NetworksCode0
Hierarchical Importance Weighted AutoencodersCode0
Debiasing Evidence Approximations: On Importance-weighted Autoencoders and Jackknife Variational InferenceCode0
Structured Recognition for Generative Models with Explaining AwayCode0
Hamiltonian Variational Auto-EncoderCode0
Measuring Uncertainty through Bayesian Learning of Deep Neural Network StructureCode0
Analyses of Multi-collection Corpora via Compound Topic ModelingCode0
Handling the Positive-Definite Constraint in the Bayesian Learning RuleCode0
Implicit Generative Prior for Bayesian Neural NetworksCode0
Indian Buffet process for model selection in convolved multiple-output Gaussian processesCode0
Fisher-Schultz Lecture: Generic Machine Learning Inference on Heterogenous Treatment Effects in Randomized Experiments, with an Application to Immunization in IndiaCode0
Single Episode Policy Transfer in Reinforcement LearningCode0
Data Association with Gaussian Processes—0
A Variational Perspective on Generative Flow Networks—0
Cyclical Variational Bayes Monte Carlo for Efficient Multi-Modal Posterior Distributions Evaluation—0
Cycle-Consistent Adversarial Learning as Approximate Bayesian Inference—0
A variational inference framework for inverse problems—0
Cyberattack Detection using Deep Generative Models with Variational Inference—0
CWAE-IRL: Formulating a supervised approach to Inverse Reinforcement Learning problem—0
A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors—0
Analog Bayesian neural networks are insensitive to the shape of the weight distribution—0
CRVI: Convex Relaxation for Variational Inference—0
Cross-modal variational inference for bijective signal-symbol translation—0
A Variational Dirichlet Framework for Out-of-Distribution Detection—0
A Variational Bayesian State-Space Approach to Online Passive-Aggressive Regression—0
Coupled Compound Poisson Factorization—0
A variational Bayesian spatial interaction model for estimating revenue and demand at business facilities—0
Amplify Graph Learning for Recommendation via Sparsity Completion—0
ADMM-based Networked Stochastic Variational Inference—0
Correntropy-Based Improper Likelihood Model for Robust Electrophysiological Source Imaging—0
Correlated Random Measures—0
A Variational Approach to Parameter Estimation for Characterizing 2-D Cluster Variation Method Topographies—0
Correlated Parameters to Accurately Measure Uncertainty in Deep Neural Networks—0
Correlated Mixed Membership Modeling of Somatic Mutations—0
Amortized Variational Inference: A Systematic Review—0
Correlated Equilibria for Approximate Variational Inference in MRFs—0
Correcting the Sub-optimal Bit Allocation—0
A Variational Analysis of Stochastic Gradient Algorithms—0
Copula variational inference—0
A Variant of Gaussian Process Dynamical Systems—0
Amortized Variational Inference for Simple Hierarchical Models—0
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