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Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems.

, , , , , and . Proc. VLDB Endow., 17 (5): 1020-1033 (January 2024)

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Anytime Neural Architecture Search on Tabular Data., , , , and . CoRR, (2024)NASI: Label- and Data-agnostic Neural Architecture Search at Initialization., , , , and . CoRR, (2021)Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems., , , , , and . Proc. VLDB Endow., 17 (5): 1020-1033 (January 2024)Robust and Transferable Log-based Anomaly Detection., , , , and . Proc. ACM Manag. Data, 1 (1): 64:1-64:26 (2023)Adaptive Lightweight Regularization Tool for Complex Analytics., , , , , , and . ICDE, page 485-496. IEEE Computer Society, (2018)GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction., , and . CoRR, (2020)Effective and Efficient Dropout for Deep Convolutional Neural Networks., , , , , and . CoRR, (2019)Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints., , , and . Proc. VLDB Endow., 13 (2): 86-99 (2019)The Disruptions of 5G on Data-Driven Technologies and Applications., , , , , , , , , and 5 other author(s). IEEE Trans. Knowl. Data Eng., 32 (6): 1179-1198 (2020)Improving Data Analytics with Fast and Adaptive Regularization., , , , , , and . IEEE Trans. Knowl. Data Eng., 33 (2): 551-568 (2021)