Patrick Kolpaczki

18 papers A* 5A 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Shapley Value Approximation Based on k-Additive Games.
AAAI
Guilherme Dean Pelegrina, Patrick Kolpaczki, Eyke Hüllermeier
2025 — conf
Antithetic Sampling for Top-K Shapley Identification.
xAI (2)
Patrick Kolpaczki, Tim Nielen, Eyke Hüllermeier
2025 J jnl
Antithetic Sampling for Top-k Shapley Identification.
CoRR
Patrick Kolpaczki, Tim Nielen, Eyke Hüllermeier
2025 J jnl
Shapley Value Approximation Based on k-Additive Games.
CoRR
Guilherme Dean Pelegrina, Patrick Kolpaczki, Eyke Hüllermeier
2024 A* conf
Approximating the Shapley Value without Marginal Contributions.
AAAI
Patrick Kolpaczki, Viktor Bengs, Maximilian Muschalik, Eyke Hüllermeier
2024 — conf
How Much Can Stratification Improve the Approximation of Shapley Values?
xAI (2)
Patrick Kolpaczki, Georg Haselbeck, Eyke Hüllermeier
2024 A* conf
KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions.
ICML
Fabian Fumagalli, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, Barbara Hammer
2024 J jnl
KernelSHAP-IQ: Weighted Least-Square Optimization for Shapley Interactions.
CoRR
Fabian Fumagalli, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, Barbara Hammer
2024 J jnl
Piecewise-Stationary Dueling Bandits.
Trans. Mach. Learn. Res.
Patrick Kolpaczki, Eyke Hüllermeier, Viktor Bengs
2024 A conf
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification.
AISTATS
Patrick Kolpaczki, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier
2024 J jnl
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification.
CoRR
Patrick Kolpaczki, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier
2024 A* conf
shapiq: Shapley Interactions for Machine Learning.
NeurIPS
Maximilian Muschalik, Hubert Baniecki, Fabian Fumagalli, Patrick Kolpaczki, Barbara Hammer, Eyke Hüllermeier
2024 J jnl
shapiq: Shapley Interactions for Machine Learning.
CoRR
Maximilian Muschalik, Hubert Baniecki, Fabian Fumagalli, Patrick Kolpaczki, Barbara Hammer, Eyke Hüllermeier
2023 J jnl
Approximating the Shapley Value without Marginal Contributions.
CoRR
Patrick Kolpaczki, Viktor Bengs, Eyke Hüllermeier
2023 A* conf
SHAP-IQ: Unified Approximation of any-order Shapley Interactions.
NeurIPS
Fabian Fumagalli, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, Barbara Hammer
2023 J jnl
SHAP-IQ: Unified Approximation of any-order Shapley Interactions.
CoRR
Fabian Fumagalli, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, Barbara Hammer
2022 J jnl
Non-Stationary Dueling Bandits.
CoRR
Patrick Kolpaczki, Viktor Bengs, Eyke Hüllermeier
2021 — conf
Identifying Top-k Players in Cooperative Games via Shapley Bandits.
LWDA
Patrick Kolpaczki, Viktor Bengs, Eyke Hüllermeier