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Variational Inference

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Showing 2151–2200 of 2274 papers

TitleStatusHype
Regularizing Variational Autoencoder with Diversity and Uncertainty AwarenessCode0
Bayesian Nonparametric Poisson-Process Allocation for Time-Sequence ModelingCode0
Subset-of-Data Variational Inference for Deep Gaussian-Processes RegressionCode0
Learning to Learn Kernels with Variational Random FeaturesCode0
Bayesian Active Meta-Learning for Few Pilot Demodulation and EqualizationCode0
Learning to Learn Variational Semantic MemoryCode0
Subspace Identification for Multi-Source Domain AdaptationCode0
Learning to solve Bayesian inverse problems: An amortized variational inference approach using Gaussian and Flow guidesCode0
Subspace Inference for Bayesian Deep LearningCode0
A Contrastive Divergence for Combining Variational Inference and MCMCCode0
Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational AutoencodersCode0
Supervised multi-specialist topic model with applications on large-scale electronic health record dataCode0
Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy GradientsCode0
Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systemsCode0
Bayesian Nonlinear Support Vector Machines for Big DataCode0
Lifted Hybrid Variational InferenceCode0
Rényi Divergence Variational InferenceCode0
ARM: Augment-REINFORCE-Merge Gradient for Stochastic Binary NetworksCode0
Reparameterization Gradient for Non-differentiable ModelsCode0
Reparameterization Gradients through Acceptance-Rejection Sampling AlgorithmsCode0
Linear dynamical neural population models through nonlinear embeddingsCode0
VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the EdgeCode0
Conditional Deep Gaussian Processes: empirical Bayes hyperdata learningCode0
Linked Causal Variational Autoencoder for Inferring Paired Spillover EffectsCode0
Adaptive RKHS Fourier Features for Compositional Gaussian Process ModelsCode0
Variational Resampling Based Assessment of Deep Neural Networks under Distribution ShiftCode0
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable ModelsCode0
Synonymous Variational Inference for Perceptual Image CompressionCode0
All in the Exponential Family: Bregman Duality in Thermodynamic Variational InferenceCode0
Compound Probabilistic Context-Free Grammars for Grammar InductionCode0
Rethinking Sharpness-Aware Minimization as Variational InferenceCode0
Adaptive Robust Learning using Latent Bernoulli VariablesCode0
Incorporating functional summary information in Bayesian neural networks using a Dirichlet process likelihood approachCode0
Rethinking Variational Inference for Probabilistic Programs with Stochastic SupportCode0
Loss convergence in a causal Bayesian neural network of retail firm performanceCode0
Accelerating Convergence in Bayesian Few-Shot ClassificationCode0
Revisiting Active Sets for Gaussian Process DecodersCode0
Variational Inference with Continuously-Indexed Normalizing FlowsCode0
Reward Conditioned Neural Movement Primitives for Population Based Variational Policy OptimizationCode0
Reweighted Expectation MaximizationCode0
Low-Order Flow Reconstruction and Uncertainty Quantification in Disturbed Aerodynamics Using Sparse Pressure MeasurementsCode0
Compositional uncertainty in deep Gaussian processesCode0
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex ScenariosCode0
Variational Inference with Coverage Guarantees in Simulation-Based InferenceCode0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
Bayesian Neural Networks With Maximum Mean Discrepancy RegularizationCode0
Marginally calibrated response distributions for end-to-end learning in autonomous drivingCode0
Risk-sensitive control as inference with Rényi divergenceCode0
A probabilistic, data-driven closure model for RANS simulations with aleatoric, model uncertaintyCode0
Task Diversity in Bayesian Federated Learning: Simultaneous Processing of Classification and RegressionCode0
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