A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families

Brian Axelrod, Ilias Diakonikolas, Alistair Stewart, Anastasios Sidiropoulos, Gregory Valiant

Jan-24-2025, 21:35:20 GMT–Neural Information Processing Systems

We consider the problem of computing the maximum likelihood multivariate logconcave distribution for a set of points.

artificial intelligence, bayesian inference, machine learning, (19 more...)

Neural Information Processing Systems

Jan-24-2025, 21:35:20 GMT

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Country:
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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.72)
    - Statistical Learning (1.00)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.72)