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25 Publications
2022 | Published | Conference Paper | IST-REx-ID: 13241 | 
Konstantinov NH, Lampert C. 2022. On the impossibility of fairness-aware learning from corrupted data. Proceedings of Machine Learning Research. vol. 171, 59–83.
[Preprint]
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 13239 |
Van Der Plas TL, Vogels TP, Manohar SG. 2022. Predictive learning enables neural networks to learn complex working memory tasks. Proceedings of Machine Learning Research. vol. 199, 518–531.
[Published Version]
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2021 | Published | Conference Paper | IST-REx-ID: 13147 |
Alimisis F, Davies P, Alistarh D-A. 2021. Communication-efficient distributed optimization with quantized preconditioners. Proceedings of the 38th International Conference on Machine Learning. ICML: International Conference on Machine Learning vol. 139, 196–206.
[Published Version]
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 13146 |
Nguyen Q, Mondelli M, Montufar G. 2021. Tight bounds on the smallest Eigenvalue of the neural tangent kernel for deep ReLU networks. Proceedings of the 38th International Conference on Machine Learning. ICML: International Conference on Machine Learning vol. 139, 8119–8129.
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| arXiv
2017 | Published | Conference Paper | IST-REx-ID: 11651 |
Wang D, Fountoulakis K, Henzinger M, Mahoney MW, Rao Satish. 2017. Capacity releasing diffusion for speed and locality. Proceedings of the 34th International Conference on Machine Learning. International Conference on Machine Learning, PMLR, vol. 70, 3598–3607.
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| arXiv