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Continual Learning with Guarantees via Weight Interval Constraints.

, , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 23897-23911. PMLR, (2022)

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ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity Discovery., , , and . CoRR, (2020)RegFlow: Probabilistic Flow-based Regression for Future Prediction., , , , , and . CoRR, (2020)Deep processing of structured data., , , , , and . CoRR, (2018)Detection of Elliptical Shapes via Cross-Entropy Clustering., and . IbPRIA, volume 7887 of Lecture Notes in Computer Science, page 656-663. Springer, (2013)Fast and Stable Interval Bounds Propagation for Training Verifiably Robust Models., , , and . ESANN, page 55-60. (2020)Nonlinear Weighted Independent Component Analysis., , , and . IPMU (2), volume 1602 of Communications in Computer and Information Science, page 3-16. Springer, (2022)ProMIL: Probabilistic Multiple Instance Learning for Medical Imaging., , , , , and . ECAI, volume 372 of Frontiers in Artificial Intelligence and Applications, page 2210-2217. IOS Press, (2023)One-element Batch Training by Moving Window., , , , and . CoRR, (2019)A Local Gaussian Filter and Adaptive Morphology as Tools for Completing Partially Discontinuous Curves., , , and . CISIM, volume 8838 of Lecture Notes in Computer Science, page 559-570. Springer, (2014)MisConv: Convolutional Neural Networks for Missing Data., , , and . WACV, page 2917-2926. IEEE, (2022)