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Variational Inference

Papers

Showing 551600 of 2274 papers

TitleStatusHype
GFlowNets and variational inferenceCode0
Bayesian Neural Networks With Maximum Mean Discrepancy RegularizationCode0
Adaptive importance sampling for heavy-tailed distributions via α-divergence minimizationCode0
GeoPhy: Differentiable Phylogenetic Inference via Geometric Gradients of Tree TopologiesCode0
Globally Convergent Variational InferenceCode0
Bayesian Neural Networks for Virtual Flow Metering: An Empirical StudyCode0
An Unsupervised Bayesian Neural Network for Truth Discovery in Social NetworksCode0
Accelerating Continuous Normalizing Flow with Trajectory Polynomial RegularizationCode0
A Flexible Generative Framework for Graph-based Semi-supervised LearningCode0
Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs)Code0
Fisher-Schultz Lecture: Generic Machine Learning Inference on Heterogenous Treatment Effects in Randomized Experiments, with an Application to Immunization in IndiaCode0
Harnessing Out-Of-Distribution Examples via Augmenting Content and StyleCode0
Generating Neural Networks with Neural NetworksCode0
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep LearningCode0
Generative Adversarial Networks with Decoder-Encoder Output NoiseCode0
Gaussian Process-Gated Hierarchical Mixtures of ExpertsCode0
Variational Inference on the Final-Layer Output of Neural NetworksCode0
Generalized Variational Inference: Three arguments for deriving new PosteriorsCode0
Functional Variational Bayesian Neural NetworksCode0
Functional Gradient Flows for Constrained SamplingCode0
Function Space Particle Optimization for Bayesian Neural NetworksCode0
Diffusion models for probabilistic programmingCode0
Bayesian Meta-Reinforcement Learning with Laplace Variational Recurrent NetworksCode0
Differentially private partitioned variational inferenceCode0
Learning document embeddings along with their uncertaintiesCode0
Free-Form Variational Inference for Gaussian Process State-Space ModelsCode0
Flexible Tails for Normalizing FlowsCode0
From Patches to Images: A Nonparametric Generative ModelCode0
Differentiable Random Partition ModelsCode0
Fixed-Mean Gaussian Processes for Post-hoc Bayesian Deep LearningCode0
Finding Convincing Arguments Using Scalable Bayesian Preference LearningCode0
Finding the Perfect Fit: Applying Regression Models to ClimateBench v1.0Code0
Flexible Amortized Variational Inference in qBOLD MRICode0
Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational InferenceCode0
Annealed Stein Variational Gradient Descent for Improved Uncertainty Estimation in Full-Waveform InversionCode0
Differentiable Annealed Importance Sampling Minimizes The Symmetrized Kullback-Leibler Divergence Between Initial and Target DistributionCode0
Differential equation and probability inspired graph neural networks for latent variable learningCode0
Flexible mean field variational inference using mixtures of non-overlapping exponential familiesCode0
Differentially Private Federated Variational InferenceCode0
Differentially Private Normalizing Flows for Density Estimation, Data Synthesis, and Variational Inference with Application to Electronic Health RecordsCode0
Bayesian Learning for Deep Neural Network AdaptationCode0
Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-LearningCode0
Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric FactorizationCode0
Bayesian Inference on Brain-Computer Interfaces via GLASSCode0
Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational PosteriorsCode0
Variational Inference for Uncertainty Quantification: an Analysis of Trade-offsCode0
Deterministic Variational Inference for Robust Bayesian Neural NetworksCode0
Direct loss minimization algorithms for sparse Gaussian processesCode0
Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement LearningCode0
Fully Bayesian VIB-DeepSSMCode0
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