Mr. YAO Wuguannan (姚武冠楠)

Research Output

  1. 2022
  2. Published

    Accelerating Monte Carlo Bayesian Prediction via Approximating Predictive Uncertainty Over the Simplex

    Cui, Y., Yao, W., Li, Q., Chan, A. B. & Xue, C. J., Apr 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 4, p. 1492-1506

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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  3. 2021
  4. Published

    Optimal Option Hedging with Policy Gradient

    Xiao, B., Yao, W. & Zhou, X., Dec 2021, Proceedings - 21st IEEE International Conference on Data Mining Workshops, ICDMW 2021. Xue, B., Pechenizkiy, M. & Koh, Y. S. (eds.). IEEE Computer Society, p. 1112-1119 (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2021-December).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

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  5. Published

    Fully Nested Neural Network for Adaptive Compression and Quantization

    Cui, Y., Liu, Z., Yao, W., Li, Q., Chan, A. B., Kuo, T. & Xue, C. J., Jan 2021, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2080-2087 (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 3
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  6. 2020
  7. Published

    Learning from Crowds via Joint Probabilistic Matrix Factorization and Clustering in Latent Space

    Yao, W., Lee, W. & Wang, J., Sep 2020, Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track - European Conference, ECML PKDD 2020, Proceedings. Dong, Y., Mladenić, D. & Saunders, C. (eds.). Springer Nature, p. 546-561 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12460).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

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  8. Accepted/In press/Filed

    Artificial Neural Network Configuration And Deployment

    CHAN, A. B., CUI, Y., KUO, T., LI, Q., LIU, Z., XUE, C. J. & YAO, W., 24 Aug 2020, (Accepted/In press/Filed) Priority No. 17/000,612

    Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53)51_Patents granted (CityU only, data source from KTO)

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