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