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Ian Davidson

4 papers at tracked venues · 2 at CORE A* · active 2024–2025

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Venues

AAAI ×2SDM ×2

Frequent coauthors

Michael J. Livanos
×3
S. S. Ravi
×2
Antoine Gourru
×1
Peter B. Walker
×1
Julien Velcin
×1
Stephen Wong
×1

Papers

  1. Searching for Unfairness in Algorithms' Outputs: Novel Tests and Insights
    AAAI 2025 · Ian Davidson,
    S. S. Ravi
  2. An Exemplars-Based Approach for Explainable Clustering: Complexity and Efficient Approximation Algorithms
    SDM 2024 · Ian Davidson,
    Michael J. Livanos
    ,
    Antoine Gourru
    ,
    Peter B. Walker
    ,
    Julien Velcin
    ,
    S. S. Ravi
  3. Cooperative Knowledge Distillation: A Learner Agnostic Approach
    AAAI 2024 ·
    Michael J. Livanos
    , Ian Davidson,
    Stephen Wong
  4. Identification and Uses of Deep Learning Backbones via Pattern Mining
    SDM 2024 ·
    Michael J. Livanos
    , Ian Davidson