Advanced machine learning theory and related applications

Project Member(s): Zhang, G.

Funding or Partner Organisation: Nippon Telegraph and Telephone Corporation
Nippon Telegraph and Telephone Corporation

Start year: 2019

Publications:

Niwa, K, Chiba, H, Harada, N, Zhang, G & Kleijn, WB 2020, 'Microphone Array Wiener Post Filtering Using Monotone Operator Splitting', IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 28, pp. 2036-2046.
View/Download from: Publisher's site

Niwa, K, Harada, N, Zhang, G & Kleijn, WB 1970, 'Edge-consensus Learning: Deep Learning on P2P Networks with Nonhomogeneous Data', Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, ACM, San Diego, pp. 668-678.
View/Download from: Publisher's site

Zhang, G, Niwa, K & Kleijn, WB 1970, 'Projected Weight Regularization to Improve Neural Network Generalization', ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Spain, pp. 4242-4246.
View/Download from: Publisher's site

FOR Codes: Optimisation, Knowledge Representation and Machine Learning, Expanding Knowledge in the Mathematical Sciences, Optimisation , Machine learning

Acknowledgement of Country

UTS acknowledges the Gadigal people of the Eora Nation, the Boorooberongal people of the Dharug Nation, the Bidiagal people and the Gamaygal people, upon whose ancestral lands our university stands. We would also like to pay respect to the Elders both past and present, acknowledging them as the traditional custodians of knowledge for these lands.