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6 Publications
2022 | Published | Conference Paper | IST-REx-ID: 14106 | 
Lohaus, Michael, Matthäus Kleindessner, Krishnaram Kenthapadi, Francesco Locatello, and Chris Russell. “Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks.” In 36th Conference on Neural Information Processing Systems, 35:16548–62. Neural Information Processing Systems Foundation, 2022.
[Preprint]
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 14173 |
Wenzel, Florian, Andrea Dittadi, Peter Vincent Gehler, Carl-Johann Simon-Gabriel Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, et al. “Assaying Out-of-Distribution Generalization in Transfer Learning.” In 36th Conference on Neural Information Processing Systems, 35:7181–98. Neural Information Processing Systems Foundation, 2022.
[Preprint]
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 17086 |
Zhang, Yihan, and Nir Weinberger. “Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models.” In 36th Conference on Neural Information Processing Systems, Vol. 35. ML Research Press, 2022.
[Published Version]
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 12536 |
Barbier, Jean, TianQi Hou, Marco Mondelli, and Manuel Saenz. “The Price of Ignorance: How Much Does It Cost to Forget Noise Structure in Low-Rank Matrix Estimation?” In 36th Annual Conference on Neural Information Processing Systems, Vol. 35, 2022.
[Preprint]
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 17087 |
Frantar, Elias, Sidak Pal Singh, and Dan-Adrian Alistarh. “Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning.” In 36th Conference on Neural Information Processing Systems, Vol. 35. ML Research Press, 2022.
[Submitted Version]
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 12537 |
Bombari, Simone, Mohammad Hossein Amani, and Marco Mondelli. “Memorization and Optimization in Deep Neural Networks with Minimum Over-Parameterization.” In 36th Conference on Neural Information Processing Systems, 35:7628–40. Neural Information Processing Systems Foundation, 2022.
[Preprint]
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| arXiv