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6 Publications
2024 | Published | Conference Paper | IST-REx-ID: 18890 | 
Beaglehole, Daniel, et al. “Average Gradient Outer Product as a Mechanism for Deep Neural Collapse.” 38th Annual Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
[Preprint]
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18875 |
Kalinin, Nikita, and Christoph Lampert. “Banded Square Root Matrix Factorization for Differentially Private Model Training.” 38th Annual Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18996 |
Chen, Tianyu, et al. “Identifying General Mechanism Shifts in Linear Causal Representations.” 38th Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
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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.
[Preprint]
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| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 14326 |
Locatello, Francesco, et al. “Object-Centric Learning with Slot Attention.” 34th International Conference on Neural Information Processing Systems, vol. 33, Neural Information Processing Systems Foundation, 2020, pp. 11525–38.
[Preprint]
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| arXiv
2018 | Published | Conference Paper | IST-REx-ID: 14202 |
Locatello, Francesco, et al. “Boosting Black Box Variational Inference.” Advances in Neural Information Processing Systems, vol. 31, Neural Information Processing Systems Foundation, 2018.
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| arXiv