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25 Publications
2022 | Published | Conference Paper | IST-REx-ID: 13241 | 
Konstantinov, Nikola H, and Christoph Lampert. “On the Impossibility of Fairness-Aware Learning from Corrupted Data.” In Proceedings of Machine Learning Research, 171:59–83. ML Research Press, 2022.
[Preprint]
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 13239 |
Van Der Plas, Thijs L., Tim P Vogels, and Sanjay G. Manohar. “Predictive Learning Enables Neural Networks to Learn Complex Working Memory Tasks.” In Proceedings of Machine Learning Research, 199:518–31. ML Research Press, 2022.
[Published Version]
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2021 | Published | Conference Paper | IST-REx-ID: 13147 |
Alimisis, Foivos, Peter Davies, and Dan-Adrian Alistarh. “Communication-Efficient Distributed Optimization with Quantized Preconditioners.” In Proceedings of the 38th International Conference on Machine Learning, 139:196–206. ML Research Press, 2021.
[Published Version]
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 13146 |
Nguyen, Quynh, Marco Mondelli, and Guido Montufar. “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, 139:8119–29. ML Research Press, 2021.
[Published Version]
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| arXiv
2017 | Published | Conference Paper | IST-REx-ID: 11651 |
Wang, Di, Kimon Fountoulakis, Monika Henzinger, Michael W. Mahoney, and Satish Rao . “Capacity Releasing Diffusion for Speed and Locality.” In Proceedings of the 34th International Conference on Machine Learning, 70:3598–3607. ML Research Press, 2017.
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| arXiv