Online Supervised Dimension Reduction with Random Features: Diagnostics and Computational Trade-offs
Diagnostics limit explanations based solely on terminal optimization accuracy and distinguish numerical cost from quality, rank coverage and freshness; they establish neither practical-tracker convergence nor predictive or deployment benefits from basis availability.
Zhen-Lin Yao, Wei Xiong
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