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Guillaume Staerman

4 papers at tracked venues · 1 at CORE A* · active 2024–2025

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Venues

AISTATS ×2AAAI ×1EMNLP ×1

Frequent coauthors

Pierre Colombo
×2
Marta Campi
×1
Gareth W. Peters
×1
Tomoko Masui
×1
Virginie Loison
×1
Thomas Moreau
×1
Anas Himmi
×1
Marine Picot
×1
Nuno Miguel Guerreiro
×1
Maxime Darrin
×1
Eduardo Dadalto Câmara Gomes
×1
Jackie C. K. Cheung
×1

Papers

  1. Signature Isolation Forest
    AISTATS 2025 ·
    Marta Campi
    , Guillaume Staerman,
    Gareth W. Peters
    ,
    Tomoko Masui
  2. UNHaP: Unmixing Noise from Hawkes Processes
    AISTATS 2025 ·
    Virginie Loison
    , Guillaume Staerman,
    Thomas Moreau
  3. Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation
    EMNLP 2024 ·
    Anas Himmi
    , Guillaume Staerman,
    Marine Picot
    ,
    Pierre Colombo
    ,
    Nuno Miguel Guerreiro
  4. Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection
    AAAI 2024 ·
    Maxime Darrin
    , Guillaume Staerman,
    Eduardo Dadalto Câmara Gomes
    ,
    Jackie C. K. Cheung
    ,
    Pablo Piantanida
    ,
    Pierre Colombo