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4206 Publications
2022 | Preprint | 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?” ArXiv, n.d. https://doi.org/10.48550/arXiv.2205.10009.
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2022 | Conference Paper | IST-REx-ID: 12568 |
Meggendorfer, Tobias. “Risk-Aware Stochastic Shortest Path.” In Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, 36:9858–67. Association for the Advancement of Artificial Intelligence, 2022. https://doi.org/10.1609/aaai.v36i9.21222.
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| arXiv
2022 | Preprint | IST-REx-ID: 12660 |
Scott, Jonathan A, Michelle X Yeo, and Christoph Lampert. “Cross-Client Label Propagation for Transductive Federated Learning.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2210.06434.
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| arXiv
2022 | Preprint | IST-REx-ID: 12662 |
Súkeník, Peter, and Christoph Lampert. “Generalization in Multi-Objective Machine Learning.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2208.13499.
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2022 | Conference Paper | IST-REx-ID: 12664 |
Súkeník, Peter, Aleksei Kuvshinov, and Stephan Günnemann. “Intriguing Properties of Input-Dependent Randomized Smoothing.” In Proceedings of the 39th International Conference on Machine Learning, 162:20697–743. ML Research Press, 2022.
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| arXiv