Mr. YAO Wuguannan (姚武冠楠)
Research Output
- 2022
- 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. 1492-1506Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 2021
- 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
- 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 - 2020
- 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
- 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. 17/000,612Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)
