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ORCIDBibTeX records: Aleksandra Nowak 0001
@inproceedings{DBLP:conf/icml/0001GST24,
author = {Aleksandra Nowak and
Lukasz Gniecki and
Filip Szatkowski and
Jacek Tabor},
editor = {Ruslan Salakhutdinov and
Zico Kolter and
Katherine A. Heller and
Adrian Weller and
Nuria Oliver and
Jonathan Scarlett and
Felix Berkenkamp},
title = {Sparser, Better, Deeper, Stronger: Improving Static Sparse Training
with Exact Orthogonal Initialization},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
series = {Proceedings of Machine Learning Research},
pages = {38474--38494},
publisher = {{PMLR} / OpenReview.net},
year = {2024},
url = {https://proceedings.mlr.press/v235/nowak24a.html},
timestamp = {Mon, 09 Feb 2026 15:35:36 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001GST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-01755,
author = {Aleksandra Irena Nowak and
Lukasz Gniecki and
Filip Szatkowski and
Jacek Tabor},
title = {Sparser, Better, Deeper, Stronger: Improving Sparse Training with
Exact Orthogonal Initialization},
journal = {CoRR},
volume = {abs/2406.01755},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.01755},
doi = {10.48550/ARXIV.2406.01755},
eprinttype = {arXiv},
eprint = {2406.01755},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-01755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-15858,
author = {Aleksandra Irena Nowak and
Otniel{-}Bogdan Mercea and
Anurag Arnab and
Jonas Pfeiffer and
Yann N. Dauphin and
Utku Evci},
title = {Towards Optimal Adapter Placement for Efficient Transfer Learning},
journal = {CoRR},
volume = {abs/2410.15858},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.15858},
doi = {10.48550/ARXIV.2410.15858},
eprinttype = {arXiv},
eprint = {2410.15858},
timestamp = {Tue, 26 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-15858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001GMT23,
author = {Aleksandra Nowak and
Bram Grooten and
Decebal Constantin Mocanu and
Jacek Tabor},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Fantastic Weights and How to Find Them: Where to Prune in Dynamic
Sparse Training},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ad02c6f3824f871395112ae71a28eff7-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001GMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Olko00SABKM23,
author = {Mateusz Olko and
Michal Zajac and
Aleksandra Nowak and
Nino Scherrer and
Yashas Annadani and
Stefan Bauer and
Lukasz Kucinski and
Piotr Milos},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Trust Your {\unicode{120513}}: Gradient-based Intervention Targeting
for Causal Discovery},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/9eda77f505efbb89462970d739143f73-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Olko00SABKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12230,
author = {Aleksandra Nowak and
Bram Grooten and
Decebal Constantin Mocanu and
Jacek Tabor},
title = {Fantastic Weights and How to Find Them: Where to Prune in Dynamic
Sparse Training},
journal = {CoRR},
volume = {abs/2306.12230},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.12230},
doi = {10.48550/ARXIV.2306.12230},
eprinttype = {arXiv},
eprint = {2306.12230},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-12230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/BedychajS0T22,
author = {Andrzej Bedychaj and
Przemyslaw Spurek and
Aleksandra Nowak and
Jacek Tabor},
editor = {Davide Ciucci and
In{\'{e}}s Couso and
Jes{\'{u}}s Medina and
Dominik Slezak and
Davide Petturiti and
Bernadette Bouchon{-}Meunier and
Ronald R. Yager},
title = {Nonlinear Weighted Independent Component Analysis},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems - 19th International Conference, {IPMU} 2022, Milan, Italy,
July 11-15, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
pages = {3--16},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-08974-9\_1},
doi = {10.1007/978-3-031-08974-9\_1},
timestamp = {Tue, 05 Jul 2022 11:17:58 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/BedychajS0T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaziarkaNWB22,
author = {Lukasz Maziarka and
Aleksandra Nowak and
Maciej Wolczyk and
Andrzej Bedychaj},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {On the Relationship Between Disentanglement and Multi-task Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
pages = {625--641},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_38},
doi = {10.1007/978-3-031-26387-3\_38},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaziarkaNWB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NowakJ22,
author = {Aleksandra Nowak and
Romuald A. Janik},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Discovering Wiring Patterns Influencing Neural Network Performance},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
pages = {631--646},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_38},
doi = {10.1007/978-3-031-26409-2\_38},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NowakJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13715,
author = {Mateusz Olko and
Michal Zajac and
Aleksandra Nowak and
Nino Scherrer and
Yashas Annadani and
Stefan Bauer and
Lukasz Kucinski and
Piotr Milos},
title = {Trust Your {\(\nabla\)}: Gradient-based Intervention Targeting for
Causal Discovery},
journal = {CoRR},
volume = {abs/2211.13715},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13715},
doi = {10.48550/ARXIV.2211.13715},
eprinttype = {arXiv},
eprint = {2211.13715},
timestamp = {Wed, 30 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SenderaTNBPTSZ21,
author = {Marcin Sendera and
Jacek Tabor and
Aleksandra Nowak and
Andrzej Bedychaj and
Massimiliano Patacchiola and
Tomasz Trzcinski and
Przemyslaw Spurek and
Maciej Zieba},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Non-Gaussian Gaussian Processes for Few-Shot Regression},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {10285--10298},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/54f3bc04830d762a3b56a789b6ff62df-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SenderaTNBPTSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03498,
author = {Lukasz Maziarka and
Aleksandra Nowak and
Maciej Wolczyk and
Andrzej Bedychaj},
title = {On the relationship between disentanglement and multi-task learning},
journal = {CoRR},
volume = {abs/2110.03498},
year = {2021},
url = {https://arxiv.org/abs/2110.03498},
eprinttype = {arXiv},
eprint = {2110.03498},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13561,
author = {Marcin Sendera and
Jacek Tabor and
Aleksandra Nowak and
Andrzej Bedychaj and
Massimiliano Patacchiola and
Tomasz Trzcinski and
Przemyslaw Spurek and
Maciej Zieba},
title = {Non-Gaussian Gaussian Processes for Few-Shot Regression},
journal = {CoRR},
volume = {abs/2110.13561},
year = {2021},
url = {https://arxiv.org/abs/2110.13561},
eprinttype = {arXiv},
eprint = {2110.13561},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/SpurekNTMJ20,
author = {Przemyslaw Spurek and
Aleksandra Nowak and
Jacek Tabor and
Lukasz Maziarka and
Stanislaw Jastrzebski},
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {Non-linear {ICA} Based on Cramer-Wold Metric},
booktitle = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
pages = {294--305},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63836-8\_25},
doi = {10.1007/978-3-030-63836-8\_25},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/SpurekNTMJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-04147,
author = {Andrzej Bedychaj and
Przemyslaw Spurek and
Aleksandra Nowak and
Jacek Tabor},
title = {{WICA:} nonlinear weighted {ICA}},
journal = {CoRR},
volume = {abs/2001.04147},
year = {2020},
url = {https://arxiv.org/abs/2001.04147},
eprinttype = {arXiv},
eprint = {2001.04147},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-04147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08104,
author = {Romuald A. Janik and
Aleksandra Nowak},
title = {Neural Networks on Random Graphs},
journal = {CoRR},
volume = {abs/2002.08104},
year = {2020},
url = {https://arxiv.org/abs/2002.08104},
eprinttype = {arXiv},
eprint = {2002.08104},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12195,
author = {Romuald A. Janik and
Aleksandra Nowak},
title = {Neural networks adapting to datasets: learning network size and topology},
journal = {CoRR},
volume = {abs/2006.12195},
year = {2020},
url = {https://arxiv.org/abs/2006.12195},
eprinttype = {arXiv},
eprint = {2006.12195},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/MaziarkaSNTSS19,
author = {Lukasz Maziarka and
Marek Smieja and
Aleksandra Nowak and
Jacek Tabor and
Lukasz Struski and
Przemyslaw Spurek},
editor = {Tom Gedeon and
Kok Wai Wong and
Minho Lee},
title = {Set Aggregation Network as a Trainable Pooling Layer},
booktitle = {Neural Information Processing - 26th International Conference, {ICONIP}
2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
pages = {419--431},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36711-4\_35},
doi = {10.1007/978-3-030-36711-4\_35},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/MaziarkaSNTSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00201,
author = {Przemyslaw Spurek and
Aleksandra Nowak and
Jacek Tabor and
Lukasz Maziarka and
Stanislaw Jastrzebski},
title = {Non-linear {ICA} based on Cramer-Wold metric},
journal = {CoRR},
volume = {abs/1903.00201},
year = {2019},
url = {http://arxiv.org/abs/1903.00201},
eprinttype = {arXiv},
eprint = {1903.00201},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-00201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03445,
author = {Lukasz Struski and
Jacek Tabor and
Igor T. Podolak and
Aleksandra Nowak},
title = {Interpolation in generative models},
journal = {CoRR},
volume = {abs/1904.03445},
year = {2019},
url = {http://arxiv.org/abs/1904.03445},
eprinttype = {arXiv},
eprint = {1904.03445},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01868,
author = {Lukasz Maziarka and
Marek Smieja and
Aleksandra Nowak and
Jacek Tabor and
Lukasz Struski and
Przemyslaw Spurek},
title = {Deep processing of structured data},
journal = {CoRR},
volume = {abs/1810.01868},
year = {2018},
url = {http://arxiv.org/abs/1810.01868},
eprinttype = {arXiv},
eprint = {1810.01868},
timestamp = {Fri, 21 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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