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Patrick Kolpaczki

According to our database1, Patrick Kolpaczki authored at least 6 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification.
[BibTeX]
[DOI]
Patrick Kolpaczki
,
Maximilian Muschalik
,
Fabian Fumagalli
,
Barbara Hammer
,
Eyke Hüllermeier
CoRR, 2024

Approximating the Shapley Value without Marginal Contributions.
[BibTeX]
[DOI]
Patrick Kolpaczki
,
Viktor Bengs
,
Maximilian Muschalik
,
Eyke Hüllermeier
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Approximating the Shapley Value without Marginal Contributions.
[BibTeX]
[DOI]
Patrick Kolpaczki
,
Viktor Bengs
,
Eyke Hüllermeier
CoRR, 2023

SHAP-IQ: Unified Approximation of any-order Shapley Interactions.
[BibTeX]
[DOI]
Fabian Fumagalli
,
Maximilian Muschalik
,
Patrick Kolpaczki
,
Eyke Hüllermeier
,
Barbara Hammer
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Non-Stationary Dueling Bandits.
[BibTeX]
[DOI]
Patrick Kolpaczki
,
Viktor Bengs
,
Eyke Hüllermeier
CoRR, 2022

2021
Identifying Top-k Players in Cooperative Games via Shapley Bandits.
[BibTeX]
[DOI]
Patrick Kolpaczki
,
Viktor Bengs
,
Eyke Hüllermeier
Proceedings of the LWDA 2021 Workshops: FGWM, 2021


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