Sankowski, Piotr

10 publications

AAAI 2025 Accurate Estimation of Feature Importance Faithfulness for Tree Models Mateusz Gajewski, Adam Karczmarz, Mateusz Rapicki, Piotr Sankowski

ICML 2025 Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient Jan Ludziejewski, Maciej Pióro, Jakub Krajewski, Maciej Stefaniak, Michał Krutul, Jan Małaśnicki, Marek Cygan, Piotr Sankowski, Kamil Adamczewski, Piotr Miłoś, Sebastian Jaszczur

ICLRW 2025 Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient Jan Ludziejewski, Maciej Pióro, Jakub Krajewski, Michał Krutul, Jan Małaśnicki, Maciej Stefaniak, Piotr Sankowski, Marek Cygan, Kamil Adamczewski, Piotr Miłoś, Sebastian Jaszczur

ICML 2025 Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery Mateusz Olko, Mateusz Gajewski, Joanna Wojciechowska, Mikołaj Morzy, Piotr Sankowski, Piotr Miłoś

NeurIPSW 2024 Efficient Autoencoder Pipeline for Discovering High Entropy Alloys with Molecular Dynamics Data Amirhossein Naghdi Dorabati, Grzegorz Kaszuba, Stefanos Papanikolaou, Andrzej Jaszkiewicz, Piotr Sankowski

ICML 2024 Scaling Laws for Fine-Grained Mixture of Experts Jan Ludziejewski, Jakub Krajewski, Kamil Adamczewski, Maciej Pióro, Michał Krutul, Szymon Antoniak, Kamil Ciebiera, Krystian Król, Tomasz Odrzygóźdź, Piotr Sankowski, Marek Cygan, Sebastian Jaszczur

NeurIPSW 2024 Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery Mateusz Olko, Mateusz Gajewski, Joanna Wojciechowska, Łukasz Kuciński, Mikołaj Morzy, Piotr Sankowski, Piotr Miłoś

UAI 2022 Improved Feature Importance Computation for Tree Models Based on the Banzhaf Value Adam Karczmarz, Tomasz Michalak, Anish Mukherjee, Piotr Sankowski, Piotr Wygocki

ICML 2021 Decomposable Submodular Function Minimization via Maximum Flow Kyriakos Axiotis, Adam Karczmarz, Anish Mukherjee, Piotr Sankowski, Adrian Vladu

IJCAI 2015 Revenue Maximization Envy-Free Pricing for Homogeneous Resources Gianpiero Monaco, Piotr Sankowski, Qiang Zhang