Publications

Conference: International Conference on Machine Learning

2025

• Vladimir Zaigrajew, Hubert Baniecki, Przemysław Biecek , Interpreting CLIP with Hierarchical Sparse Autoencoders, The 42nd International Conference on Machine Learning, Vancouver, Canada, 13 July 2025 - 19 July 2025, 267 2025, p. 73918-73956. See in PBN
• Jan Ludziejewski , Maciej Pióro, Jakub Krajewski , Maciej Stefaniak, Michał Krutul , Jan Małaśnicki, Marek Cygan , Piotr Sankowski , KAMIL ADAMCZEWSKI, Piotr Miłoś , Sebastian Jaszczur , Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient, The 42nd International Conference on Machine Learning, Vancouver, Canada, 13 July 2025 - 19 July 2025, 267 2025, p. 41056-41073. See in PBN
• Mateusz Olko , Mateusz Gajewski, Joanna Wojciechowska, Mikołaj Morzy, Piotr Sankowski , Piotr Miłoś , Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery, The 42nd International Conference on Machine Learning, Vancouver, Canada, 13 July 2025 - 19 July 2025, 267 2025, p. 47155-47175. See in PBN

2024

• Maciej Wołczyk, Bartłoiej Cupiał, Mateusz Ostaszewski, Michał Bortkiewicz, Michał Zając, Razvan Pascanu, Łukasz Kuciński , Piotr Miłoś , Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem, 41st International Conference on Machine Learning, Vienna, Austria, 21 July 2024 - 27 July 2024, (235) 2024, p. 53039-53078. See in PBN
• Michał Nauman, Michał Bortkiewicz, Piotr Miłoś , Tomasz Trzciński, Mateusz Ostaszewski, Marek Cygan , Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning, 41st International Conference on Machine Learning, Vienna, Austria, 21 July 2024 - 27 July 2024. See in PBN
• Paulina Tomaszewska, Przemysław Biecek , Position: Do Not Explain Vision Models Without Context, 41st International Conference on Machine Learning, Vienna, Austria, 21 July 2024 - 27 July 2024. See in PBN
• Przemysław Biecek , Wojciech Samek, Position: Explain to Question not to Justify, 41st International Conference on Machine Learning, Wiedeń, Austria, 20 July 2024 - 26 July 2024. See in PBN
• Chrisantha Fernando, Dylan Sunil Banarse, Henryk Michalewski , Simon Osindero, Tim Rocktäschel, Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution, 41st International Conference on Machine Learning, Vienna, Austria, 21 July 2024 - 27 July 2024. See in PBN
• Jan Ludziejewski , Jakub Krajewski , KAMIL ADAMCZEWSKI, Maciej Pióro, Michał Krutul , Szymon Antoniak, Kamil Ciebiera, Krystian Król, Tomasz Odrzygóźdź, Piotr Sankowski , Marek Cygan , Sebastian Jaszczur , Scaling Laws for Fine-Grained Mixture of Experts, 41st International Conference on Machine Learning, Vienna, Austria, 21 July 2024 - 27 July 2024, 235 2024, p. 33270-33288. See in PBN

2023

• Michał Nauman, Marek Cygan , On Many-Actions Policy Gradient, 40th International Conference on Machine Learning, Honolulu, the United States of America, 23 July 2023 - 29 July 2023. See in PBN

2021

• Kyriakos Axiotis, Adam Karczmarz , Anish Mukherjee, Piotr Sankowski , Adrian Vladu, Decomposable Submodular Function Minimization via Maximum Flow, 38th International Conference on Machine Learning, Seattle, the United States of America, 18 August 2021 - 24 August 2021, 139 2021, p. 446--456. See in PBN