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Supervised Dimensionality Reduction via Nonlinear Target Estimation.

, , and . DaWaK, volume 8057 of Lecture Notes in Computer Science, page 172-183. Springer, (2013)

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Multi-Label Network Classification via Weighted Personalized Factorizations., , and . ICAART (2), page 357-366. SciTePress, (2019)A Deep Multi-task Approach for Residual Value Forecasting., , , , , and . ECML/PKDD (3), volume 11908 of Lecture Notes in Computer Science, page 467-482. Springer, (2019)Learning Surrogate Losses., , and . CoRR, (2019)Dataset2Vec: Learning Dataset Meta-Features., , and . CoRR, (2019)Supervising the Multi-Fidelity Race of Hyperparameter Configurations., , and . NeurIPS, (2022)Efficient Classification of Long Time-Series., , and . ICT Innovations, volume 207 of Advances in Intelligent Systems and Computing, page 47-57. Springer, (2012)HIDRA: Head Initialization across Dynamic targets for Robust Architectures., , , and . SDM, page 397-405. SIAM, (2020)The conference was canceled because of the coronavirus pandemic, the reviewed papers are published in this volume..Self-supervised Learning for Semi-supervised Time Series Classification., , and . PAKDD (1), volume 12084 of Lecture Notes in Computer Science, page 499-511. Springer, (2020)Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How., , , , and . ICLR, OpenReview.net, (2024)Deep Power Laws for Hyperparameter Optimization., , , and . CoRR, (2023)