PPaperPicks

Patrick Kolpaczki

5 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×2AISTATS ×1ICML ×1NeurIPS ×1

Frequent coauthors

Eyke Hüllermeier
×5
Maximilian Muschalik
×4
Fabian Fumagalli
×3
Barbara Hammer
×3
Guilherme Dean Pelegrina
×1
Viktor Bengs
×1
Hubert Baniecki
×1

Papers

  1. Shapley Value Approximation Based on k-Additive Games
    AAAI 2026 ·
    Guilherme Dean Pelegrina
    , Patrick Kolpaczki,
    Eyke Hüllermeier
  2. Approximating the Shapley Value without Marginal Contributions
    AAAI 2024 · Patrick Kolpaczki,
    Viktor Bengs
    ,
    Maximilian Muschalik
    ,
    Eyke Hüllermeier
  3. KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions
    ICML 2024 ·
    Fabian Fumagalli
    ,
    Maximilian Muschalik
    , Patrick Kolpaczki,
    Eyke Hüllermeier
    ,
    Barbara Hammer
  4. SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification
    AISTATS 2024 · Patrick Kolpaczki,
    Maximilian Muschalik
    ,
    Fabian Fumagalli
    ,
    Barbara Hammer
    ,
    Eyke Hüllermeier
  5. shapiq: Shapley Interactions for Machine Learning
    NeurIPS 2024 ·
    Maximilian Muschalik
    ,
    Hubert Baniecki
    ,
    Fabian Fumagalli
    , Patrick Kolpaczki,
    Barbara Hammer
    ,
    Eyke Hüllermeier