| Learning Set Functions with Implicit Differentiation | Dec 15, 2024 | Anomaly DetectionProduct Recommendation | —Unverified | 0 |
| Deep Probabilistic Video Compression | Sep 27, 2018 | DiversityImage Compression | —Unverified | 0 |
| Deep Probabilistic Programming | Jan 13, 2017 | Probabilistic ProgrammingVariational Inference | —Unverified | 0 |
| To Relieve Your Headache of Training an MRF, Take AdVIL | Jan 24, 2019 | Variational Inference | —Unverified | 0 |
| Deep Probabilistic Models to Detect Data Poisoning Attacks | Dec 3, 2019 | Data PoisoningVariational Inference | —Unverified | 0 |
| Fully probabilistic deep models for forward and inverse problems in parametric PDEs | Aug 9, 2022 | Variational Inference | —Unverified | 0 |
| A New Stochastic Approximation Method for Gradient-based Simulated Parameter Estimation | Mar 24, 2025 | Density Estimationparameter estimation | —Unverified | 0 |
| A Causal Ordering Prior for Unsupervised Representation Learning | Jul 11, 2023 | Causal Discoverycounterfactual | —Unverified | 0 |
| Deep Probabilistic Ensembles: Approximate Variational Inference through KL Regularization | Nov 6, 2018 | Active LearningGeneral Classification | —Unverified | 0 |
| Deep Poisson Factorization Machines: factor analysis for mapping behaviors in journalist ecosystem | Dec 18, 2015 | Variational Inference | —Unverified | 0 |
