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

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

Sep-27-2024, 19:37:44 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

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

Neural Information Processing Systems

Sep-27-2024, 19:37:44 GMT

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Country:
- North America > United States (0.93)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.52)
    - Statistical Learning (1.00)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.52)

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

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