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Well-tuned Simple Nets Excel on Tabular Datasets.

, , , и . NeurIPS, стр. 23928-23941. (2021)

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