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Sarah Mameche

6 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

AAAI ×2AISTATS ×2NeurIPS ×1SIGKDD ×1

Frequent coauthors

Jilles Vreeken
×5
Osman Mian
×2
Janis Kalofolias
×1
Sascha Xu
×1
Lénaïg Cornanguer
×1
Urmi Ninad
×1
David Kaltenpoth
×1

Papers

  1. Causal Mixture Models: Characterization and Discovery
    NeurIPS 2025 · Sarah Mameche,
    Janis Kalofolias
    ,
    Jilles Vreeken
  2. Information-Theoretic Causal Discovery in Topological Order
    AISTATS 2025 ·
    Sascha Xu
    , Sarah Mameche,
    Jilles Vreeken
  3. SPACETIME: Causal Discovery from Non-Stationary Time Series
    AAAI 2025 · Sarah Mameche,
    Lénaïg Cornanguer
    ,
    Urmi Ninad
    ,
    Jilles Vreeken
  4. An Information Theoretic Framework for Continual Learning of Causal Networks
    AAAI 2024 ·
    Osman Mian
    , Sarah Mameche
  5. Identifying Confounding from Causal Mechanism Shifts
    AISTATS 2024 · Sarah Mameche,
    Jilles Vreeken
    ,
    David Kaltenpoth
  6. Learning Causal Networks from Episodic Data
    SIGKDD 2024 ·
    Osman Mian
    , Sarah Mameche,
    Jilles Vreeken