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