Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders

Emile Mathieu, Charline Le Lan, Chris J. Maddison, Ryota Tomioka, Yee Whye Teh

Mar-22-2025, 16:13:39 GMT–Neural Information Processing Systems

Many real datasets are hierarchically structured.

artificial intelligence, machine learning, representation, (16 more...)

Neural Information Processing Systems

Mar-22-2025, 16:13:39 GMT

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Country:
- Europe > United Kingdom
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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.46)
    - Neural Networks > Deep Learning (0.93)
    - Statistical Learning (1.00)
  - Representation & Reasoning > Uncertainty (1.00)

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Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders

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