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Variational Inference

Papers

Showing 626650 of 2274 papers

TitleStatusHype
Optimising Distributions with Natural Gradient SurrogatesCode0
Refining Latent Representations: A Generative SSL Approach for Heterogeneous Graph Learning0
PhyloGFN: Phylogenetic inference with generative flow networksCode0
High Dimensional Causal Inference with Variational Backdoor AdjustmentCode0
Subspace Identification for Multi-Source Domain AdaptationCode0
Variational Inference for GARCH-family Models0
Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning0
Sampling via Gradient Flows in the Space of Probability Measures0
STAMP: Differentiable Task and Motion Planning via Stein Variational Gradient Descent0
Improved Variational Bayesian Phylogenetic Inference using MixturesCode0
Reparameterized Variational Rejection Sampling0
Variational Inference for Scalable 3D Object-centric Learning0
Independent projections of diffusions: Gradient flows for variational inference and optimal mean field approximations0
Neural Operator Variational Inference based on Regularized Stein Discrepancy for Deep Gaussian ProcessesCode0
Semi-Supervised Variational Inference over Nonlinear Channels0
Deep Networks as Denoising Algorithms: Sample-Efficient Learning of Diffusion Models in High-Dimensional Graphical Models0
Posterior sampling algorithms for unsupervised speech enhancement with recurrent variational autoencoder0
Towards the TopMost: A Topic Modeling System Toolkit0
Pearl's and Jeffrey's Update as Modes of Learning in Probabilistic Programming0
Amortised Inference in Bayesian Neural NetworksCode0
Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference0
Learning Active Subspaces for Effective and Scalable Uncertainty Quantification in Deep Neural Networks0
Exact Inference for Continuous-Time Gaussian Process Dynamics0
Distributed Variational Inference for Online Supervised LearningCode0
Interactive Graph Convolutional Filtering0
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