Patrick Kolpaczki

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

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Venues

AAAI ×2 AISTATS ×1 ICML ×1 NeurIPS ×1

Frequent coauthors

Guilherme Dean Pelegrina

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Fabian Fumagalli

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Maximilian Muschalik

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Papers

Shapley Value Approximation Based on k-Additive Games
AAAI 2026 ·
Guilherme Dean Pelegrina
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Approximating the Shapley Value without Marginal Contributions
AAAI 2024 · Patrick Kolpaczki
KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions
ICML 2024 ·
Fabian Fumagalli
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SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification
AISTATS 2024 · Patrick Kolpaczki
shapiq: Shapley Interactions for Machine Learning
NeurIPS 2024 ·
Maximilian Muschalik
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