Mahardhika Pratama
3 papers in the PaperMetrix corpus
Papers by this author
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A novel online real-time classifier for multi-label data streams
2016
In this paper, a novel extreme learning machine based online multi-label classifier for real-time data streams is proposed. Multi-label classification is one of the actively researched machine learning paradigm that has gained much attention in …
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Deep Stacked Stochastic Configuration Networks for Lifelong Learning of Non-Stationary Data Streams
2018 · arXiv (Cornell University)
The concept of SCN offers a fast framework with universal approximation guarantee for lifelong learning of non-stationary data streams. Its adaptive scope selection property enables for proper random generation of hidden unit parameters advancing conventional …
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Unsupervised Continual Learning via Self-Adaptive Deep Clustering Approach
2021 · arXiv (Cornell University)
Unsupervised continual learning remains a relatively uncharted territory in the existing literature because the vast majority of existing works call for unlimited access of ground truth incurring expensive labelling cost. Another issue lies in the …