| 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 | 17 | 2021 |
| Managing numerical errors in random sequential adsorption M Cieśla, A Nowak Surface Science 651, 182-186, 2016 | 15 | 2016 |
| 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 | 6 | 2020 |
| 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 | 4 | 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 | 3 | 2022 |
| 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 |
| 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 | 2 | 2019 |
| Discovering wiring patterns influencing neural network performance AI Nowak, RA Janik Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 1 | 2022 |
| Sparser, Better, Deeper, Stronger: Improving Sparse Training with Exact Orthogonal Initialization AI Nowak, Ł Gniecki, F Szatkowski, J Tabor Proceedings of the 41st International Conference on Machine Learning, PMLR …, 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 |
