Publications

Journal: Proceedings of Machine Learning Research

2023

• Wojciech Niemiro , Łukasz Rajkowski , Local Dependence Graphs for Discrete Time Processes, Proceedings of Machine Learning Research, 2nd Conference on Causal Learning and Reasoning CLear 2023, Tuebingen, Germany, 11 April 2023 - 14 April 2023. See in PBN
• Adrian Stańdo, Mustafa Cavus, Przemysław Biecek , The Effect of Balancing Methods on Model Behavior in Imbalanced Classification Problems, Proceedings of Machine Learning Research, 241 2023, p. 16-30. See in PBN

2022

• Piotr Tempczyk , Rafał Michaluk, Lukasz Garncarek, Przemysław Spurek, Jacek Tabor, Adam Goliński, LIDL: local intrinsic dimension estimation using approximate likelihood, Proceedings of Machine Learning Research, INTERNATIONAL CONFERENCE ON MACHINE LEARNING, Baltimore, Maryland, the United States of America, 17 July 2022 - 23 July 2022, 162 2022, p. 21205-21231. See in PBN

2019

• Belhal Karimi, Błażej Miasojedow , Eric Moulines, Hoi-To Wai, Non-asymptotic Analysis of Biased Stochastic Approximation Scheme, Proceedings of Machine Learning Research, Conference on Learning Theory , Phoenix, the United States of America, 25 June 2019 - 28 June 2019, 99 2019, p. 1944-1974. See in PBN

2017

• Henryk Michalewski , Maciej Klimek, Piotr Miłoś , Hierarchical Reinforcement Learning with Parameters, Proceedings of Machine Learning Research, 1st Annual Conference on Robot Learning, Mountain View, California, the United States of America, 12 November 2017 - 14 November 2017, 78 2017, p. 301-313. See in PBN