Publications

Journal: Journal of Machine Learning Research

2021

• Przemysław Biecek , Hubert Baniecki, Wojciech Kretowicz, Piotr Piatyszek, Jakub Wiśniewski, dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python, Journal of Machine Learning Research, 22 2021, p. 1-7. See in PBN

2019

• Alain Durmus, Szymon Majewski, Błażej Miasojedow , Analysis of Langevin Monte Carlo via Convex Optimization, Journal of Machine Learning Research, 20 2019, p. 73:1-46. See in PBN

2018

• Przemysław Biecek , DALEX: Explainers for Complex Predictive Models in R, Journal of Machine Learning Research, 19 2018, p. 1-5. See in PBN
• Błażej Miasojedow , Wojciech Rejchel, Sparse Estimation in Ising Model via Penalized Monte Carlo Methods, Journal of Machine Learning Research, 19 2018, p. 1-26. See in PBN

2016

• Radosław Adamczak , A note on the sample complexity of the ER-SpUD algorithm by Spielman, Wang and Wright for exact recovery of sparsely used dictionaries, Journal of Machine Learning Research, 2016. See in PBN

2015

• Jan Mielniczuk, Piotr Pokarowski , Combined l1 and Greedy l0 Penalized Least Squares for Linear Model Selection, Journal of Machine Learning Research, 2015. See in PBN