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Esposito AR, Gastpar M, Issa I. Sibson α-mutual information and its variational representations. IEEE Transactions on Information Theory . 2025. doi: 10.1109/TIT.2025.3587340
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Subjects: ddc:004
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Súkeník P, Lampert C. Generalization in multi-objective machine learning. Neural Computing and Applications . 2025;37:24669–24683. doi: 10.1007/s00521-024-10616-1
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Subjects: ddc:000
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Glielmo A, Zeni C, Cheng B, Csanyi G, Laio A. Ranking the information content of distance measures. PNAS Nexus . 2022;1(2). doi: 10.1093/pnasnexus/pgac039
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Javanmard A, Mondelli M, Montanari A. Analysis of a two-layer neural network via displacement convexity. Annals of Statistics . 2020;48(6):3619-3642. doi: 10.1214/20-AOS1945
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Konstantinov NH, Lampert C. Robust learning from untrusted sources. In: Proceedings of the 36th International Conference on Machine
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Klimova A, Uhler C, Rudas T. Faithfulness and learning hypergraphs from discrete distributions. Computational Statistics & Data Analysis . 2015;87(7):57-72. doi:
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Subjects: ddc:000
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Nowozin S, Gehler P, Lampert C. On parameter learning in CRF-based approaches to object class image segmentation. In: Vol 6316. Springer; 2010:98-111. doi:
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