| Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling | Jun 11, 2024 | Decision MakingVariational Inference | CodeCode Available | 1 |
| VENI, VINDy, VICI: a variational reduced-order modeling framework with uncertainty quantification | May 31, 2024 | Dimensionality ReductionUncertainty Quantification | CodeCode Available | 1 |
| Zero-inflation in the Multivariate Poisson Lognormal Family | May 23, 2024 | Variational Inference | CodeCode Available | 1 |
| S^2AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic | May 2, 2024 | MuJoCoVariational Inference | CodeCode Available | 1 |
| Cauchy-Schwarz Divergence Information Bottleneck for Regression | Apr 27, 2024 | Adversarial RobustnessInformation Plane | CodeCode Available | 1 |
| Variational Stochastic Gradient Descent for Deep Neural Networks | Apr 9, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning | Mar 24, 2024 | Fake News DetectionImage Manipulation | CodeCode Available | 1 |
| eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling | Mar 3, 2024 | Variational Inference | CodeCode Available | 1 |
| Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes | Feb 2, 2024 | Gaussian ProcessesVariational Inference | CodeCode Available | 1 |
| Bayesian Deep Learning for Remaining Useful Life Estimation via Stein Variational Gradient Descent | Feb 2, 2024 | Variational Inference | CodeCode Available | 1 |
