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Aleksandra Nowak
Aleksandra Nowak
Outros nomesAleksandra Irena Nowak
Ph.D. Student, Computer Science, Jagiellonian University
E-mail confirmado em doctoral.uj.edu.pl
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Non-gaussian gaussian processes for few-shot regression
M Sendera, J Tabor, A Nowak, A Bedychaj, M Patacchiola, T Trzcinski, ...
Advances in Neural Information Processing Systems 34, 10285-10298, 2021
172021
Managing numerical errors in random sequential adsorption
M Cieśla, A Nowak
Surface Science 651, 182-186, 2016
152016
Analyzing Neural Networks Based on Random Graphs
RA Janik, A Nowak
arXiv preprint arXiv:2002.08104, 2020
6*2020
Non-linear ICA based on Cramer-Wold metric
P Spurek, A Nowak, J Tabor, Ł Maziarka, S Jastrzębski
Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020
62020
Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training
AI Nowak, B Grooten, DC Mocanu, J Tabor
Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023
32023
Trust your∇: Gradient-based intervention targeting for causal discovery
M Olko, M Zajac, A Nowak, N Scherrer, Y Annadani, S Bauer, Ł Kucinski, ...
Advances in Neural Information Processing Systems (NeurIPS 2023), 2023
2*2023
On the relationship between disentanglement and multi-task learning
Ł Maziarka, A Nowak, M Wołczyk, A Bedychaj
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
22022
Realism Index: Interpolation in Generative Models With Arbitrary Prior
Ł Struski, J Tabor, I Podolak, A Nowak, K Maziarz
arXiv preprint arXiv:1904.03445, 2019
2*2019
Set Aggregation Network as a Trainable Pooling Layer
Ł Maziarka, M Śmieja, A Nowak, J Tabor, Ł Struski, P Spurek
Neural Information Processing: 26th International Conference, ICONIP 2019 …, 2019
22019
Discovering wiring patterns influencing neural network performance
AI Nowak, RA Janik
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
12022
Sparser, Better, Deeper, Stronger: Improving Sparse Training with Exact Orthogonal Initialization
AI Nowak, Ł Gniecki, F Szatkowski, J Tabor
arXiv preprint arXiv:2406.01755, 2024
2024
Nonlinear Weighted Independent Component Analysis
A Bedychaj, P Spurek, A Nowak, J Tabor
International Conference on Information Processing and Management of …, 2022
2022
Connectivity Properties of Neural Networks Under Performance-Resources Trade-off
RA Janik, AI Nowak
Workshop on Dynamic Neural Networks ICML 2022, 2022
2022
Neural networks adapting to datasets: learning network size and topology
RA Janik, A Nowak
arXiv preprint arXiv:2006.12195, 2020
2020
WICA: nonlinear weighted ICA
A Bedychaj, P Spurek, A Nowak, J Tabor
arXiv preprint arXiv:2001.04147, 2020
2020
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Artigos 1–15