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Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond.

, , , , , , , and . Knowl. Inf. Syst., 64 (12): 3197-3234 (2022)

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Conservative or Aggressive? Confidence-Aware Dynamic Portfolio Construction., , , and . GlobalSIP, page 1-5. IEEE, (2019)A Divide-and-Conquer Framework for Attention-based Combination of Multiple Investment Strategies., , , , and . GlobalSIP, page 1-5. IEEE, (2019)DEWP: Deep Expansion Learning for Wind Power Forecasting., , , , , and . ACM Trans. Knowl. Discov. Data, 18 (3): 71:1-71:21 (April 2024)Good to Go First? Position Effects in Expert Evaluation of Early-Stage Ventures., , , and . Manag. Sci., 68 (1): 300-315 (2022)Deep Subdomain Adaptation Network for Image Classification., , , , , , , and . CoRR, (2021)MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process., , , , , and . CoRR, (2024)UniAudio: An Audio Foundation Model Toward Universal Audio Generation., , , , , , , , , and 3 other author(s). CoRR, (2023)Towards Foundation Models for Learning on Tabular Data., , , , and . CoRR, (2023)COLTR: Semi-Supervised Learning to Rank With Co-Training and Over-Parameterization for Web Search., , , , , , , , , and 1 other author(s). IEEE Trans. Knowl. Data Eng., 35 (12): 12542-12555 (December 2023)Dual Transfer Learning for Neural Machine Translation with Marginal Distribution Regularization., , , , , , and . AAAI, page 5553-5560. AAAI Press, (2018)