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Souhaib Ben Taieb

8 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

ICML ×2NeurIPS ×2AAAI ×1AISTATS ×1ECML-PKDD ×1SIGKDD ×1

Frequent coauthors

Victor Dheur
×4
Sukanya Patra
×3
Yorick Estievenart
×2
Nabil Alami
×1
Jad Zakharia
×1
Matteo Fontana
×1
Naomi Desobry
×1
Vincent Plassier
×1
Alexander Fishkov
×1
Mohsen Guizani
×1
Maxim Panov
×1
Eric Moulines
×1

Papers

  1. Symmetric Aggregation of Conformity Scores for Efficient Uncertainty Sets
    AAAI 2026 ·
    Nabil Alami
    ,
    Jad Zakharia
    , Souhaib Ben Taieb
  2. A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression
    ICML 2025 ·
    Victor Dheur
    ,
    Matteo Fontana
    ,
    Yorick Estievenart
    ,
    Naomi Desobry
    , Souhaib Ben Taieb
  3. An Evidence-Based Post-Hoc Adjustment Framework for Anomaly Detection Under Data Contamination
    NeurIPS 2025 ·
    Sukanya Patra
    , Souhaib Ben Taieb
  4. Multivariate Latent Recalibration for Conditional Normalizing Flows
    NeurIPS 2025 ·
    Victor Dheur
    , Souhaib Ben Taieb
  5. Rectifying Conformity Scores for Better Conditional Coverage
    ICML 2025 ·
    Vincent Plassier
    ,
    Alexander Fishkov
    ,
    Victor Dheur
    ,
    Mohsen Guizani
    , Souhaib Ben Taieb,
    Maxim Panov
    ,
    Eric Moulines
  6. Risk-Based Thresholding for Reliable Anomaly Detection in Concentrated Solar Power Plants
    ECML-PKDD 2025 ·
    Yorick Estievenart
    ,
    Sukanya Patra
    , Souhaib Ben Taieb
  7. Detecting Abnormal Operations in Concentrated Solar Power Plants from Irregular Sequences of Thermal Images
    SIGKDD 2024 ·
    Sukanya Patra
    ,
    Nicolas Sournac
    , Souhaib Ben Taieb
  8. Probabilistic Calibration by Design for Neural Network Regression
    AISTATS 2024 ·
    Victor Dheur
    , Souhaib Ben Taieb