| Variational Combinatorial Sequential Monte Carlo for Bayesian Phylogenetics in Hyperbolic Space | Jan 29, 2025 | Variational Inference | CodeCode Available | 0 |
| Can Transformers Learn Full Bayesian Inference in Context? | Jan 28, 2025 | Bayesian InferenceIn-Context Learning | CodeCode Available | 1 |
| Variational Bayesian Adaptive Learning of Deep Latent Variables for Acoustic Knowledge Transfer | Jan 26, 2025 | Acoustic Scene ClassificationScene Classification | —Unverified | 0 |
| Approximate Message Passing for Bayesian Neural Networks | Jan 26, 2025 | Uncertainty QuantificationVariational Inference | CodeCode Available | 0 |
| Deep Operator Networks for Bayesian Parameter Estimation in PDEs | Jan 18, 2025 | parameter estimationPDE Surrogate Modeling | —Unverified | 0 |
| A recursive Bayesian neural network for constitutive modeling of sands under monotonic loading | Jan 17, 2025 | Bayesian InferenceSand | —Unverified | 0 |
| Globally Convergent Variational Inference | Jan 14, 2025 | Variational Inference | CodeCode Available | 0 |
| Compact Bayesian Neural Networks via pruned MCMC sampling | Jan 12, 2025 | Network PruningUncertainty Quantification | CodeCode Available | 0 |
| Analog Bayesian neural networks are insensitive to the shape of the weight distribution | Jan 9, 2025 | Variational Inference | —Unverified | 0 |
| Generative Flow Networks: Theory and Applications to Structure Learning | Jan 9, 2025 | Sequential Decision MakingVariational Inference | —Unverified | 0 |
