Large-Scale Stochastic Sampling from the Probability Simplex

Jack Baker, Paul Fearnhead, Emily Fox, Christopher Nemeth

Nov-20-2025, 18:18:34 GMT–Neural Information Processing Systems

When applied to distributions defined on a constrained space the time-discretization error can dominate when we are near the boundary of the space.

machine learning, natural language, sampler, (17 more...)

Neural Information Processing Systems

Nov-20-2025, 18:18:34 GMT

Conferences PDF

Country:
- Asia > Middle East
  - Jordan (0.04)
- North America
  - Canada > Quebec
    - Montreal (0.04)
  - United States (0.14)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Learning Graphical Models
    - Undirected Networks > Markov Models (0.47)
  - Natural Language (0.69)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.46)