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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
CoRR
ICML
Inf. Sci.
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Publications
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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)