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6 Publications
2022 | Published | Conference Paper | IST-REx-ID: 14106 | 
Lohaus, Michael, et al. “Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks.” 36th Conference on Neural Information Processing Systems, vol. 35, Neural Information Processing Systems Foundation, 2022, pp. 16548–62.
[Preprint]
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 14173 |
Wenzel, Florian, et al. “Assaying Out-of-Distribution Generalization in Transfer Learning.” 36th Conference on Neural Information Processing Systems, vol. 35, Neural Information Processing Systems Foundation, 2022, pp. 7181–98.
[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.” 36th Conference on Neural Information Processing Systems, vol. 35, ML Research Press, 2022.
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 12536 |
Barbier, Jean, et al. “The Price of Ignorance: How Much Does It Cost to Forget Noise Structure in Low-Rank Matrix Estimation?” 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, et al. “Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning.” 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, et al. “Memorization and Optimization in Deep Neural Networks with Minimum Over-Parameterization.” 36th Conference on Neural Information Processing Systems, vol. 35, Neural Information Processing Systems Foundation, 2022, pp. 7628–40.
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| arXiv