Lukasz Pustelnik

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 4

Top Topics

Supervised Learning

Constraint Satisfaction

Learning Systems

Active Learning

Top Venues

Publications

Marcin Mazur, Lukasz Pustelnik, Szymon Knop, Patryk Pagacz, Przemyslaw Spurek
Target layer regularization for continual learning using Cramer-Wold distance. Inf. Sci. 609 (2022)
Maciej Wolczyk, Karol J. Piczak, Bartosz Wójcik, Lukasz Pustelnik, Pawel Morawiecki, Jacek Tabor, Tomasz Trzcinski, Przemyslaw Spurek
Continual Learning with Guarantees via Weight Interval Constraints. ICML (2022)
Maciej Wolczyk, Karol J. Piczak, Bartosz Wójcik, Lukasz Pustelnik, Pawel Morawiecki, Jacek Tabor, Tomasz Trzcinski, Przemyslaw Spurek
Continual Learning with Guarantees via Weight Interval Constraints. CoRR (2022)
Marcin Mazur, Lukasz Pustelnik, Szymon Knop, Patryk Pagacz, Przemyslaw Spurek
Target Layer Regularization for Continual Learning Using Cramer-Wold Generator. CoRR (2021)