| Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space | Dec 5, 2023 | Variational Inference | CodeCode Available | 0 |
| Distributed Bayesian Estimation in Sensor Networks: Consensus on Marginal Densities | Dec 2, 2023 | Density EstimationFederated Learning | —Unverified | 0 |
| Adaptive Robust Learning using Latent Bernoulli Variables | Dec 1, 2023 | Variational Inference | CodeCode Available | 0 |
| Variational Bayes image restoration with compressive autoencoders | Nov 29, 2023 | Image RestorationVariational Inference | CodeCode Available | 1 |
| Identifiable Feature Learning for Spatial Data with Nonlinear ICA | Nov 28, 2023 | DisentanglementRepresentation Learning | —Unverified | 0 |
| Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation | Nov 26, 2023 | SentenceVariational Inference | CodeCode Available | 1 |
| Deep Latent Force Models: ODE-based Process Convolutions for Bayesian Deep Learning | Nov 24, 2023 | Time SeriesUncertainty Quantification | —Unverified | 0 |
| On the Out-of-Distribution Coverage of Combining Split Conformal Prediction and Bayesian Deep Learning | Nov 21, 2023 | Conformal PredictionDeep Learning | —Unverified | 0 |
| HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation of Speech by Hierarchical Variational Inference for Zero-shot Speech Synthesis | Nov 21, 2023 | Speech SynthesisSuper-Resolution | CodeCode Available | 3 |
| Favour: FAst Variance Operator for Uncertainty Rating | Nov 21, 2023 | Variational Inference | —Unverified | 0 |
