Embracing the chaos: analysis and diagnosis of numerical instability in variational flows
–Neural Information Processing Systems
In this work, we treat variational flows as dynamical systems, and leverage shadowing theory to elucidate this behavior via theoretical guarantees on the error of sampling, density evaluation, and ELBO estimation.
Neural Information Processing Systems
Feb-12-2026, 23:13:21 GMT
- Country:
- Africa > Mali (0.04)
- Europe > United Kingdom
- England > Oxfordshire > Oxford (0.04)
- North America
- Canada > British Columbia (0.04)
- United States > Tennessee
- Knox County > Knoxville (0.04)
- Genre:
- Research Report > New Finding (0.93)
- Industry:
- Health & Medicine (0.68)
- Technology: