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- W2899699441 abstract "After a very fast and efficient discriminative Broad Learning System (BLS) that takes advantage of flatted structure and incremental learning has been developed, this talk will discuss mathematical proof of the universal approximation property of BLS. In addition, the framework of several BLS variants with their mathematical modellings are given. The variations include cascade, recurrent, and broad-deep combination that cover existing deep-wide/broad-wide structures. From the experimental results, the BLS and its variations outperforms several exist learning algorithms on regression performance over function approximation, time series prediction, and face recognition databases." @default.
- W2899699441 created "2018-11-16" @default.
- W2899699441 creator A5006965196 @default.
- W2899699441 date "2018-09-01" @default.
- W2899699441 modified "2023-10-13" @default.
- W2899699441 title "Broad Learning System and its Structural Variations" @default.
- W2899699441 doi "https://doi.org/10.1109/sisy.2018.8524681" @default.
- W2899699441 hasPublicationYear "2018" @default.
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