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A Local Geometric Analysis of Maximal Coding Rate Reduction via Error Bounds

Wang, Peng et al.
arXiv (All) · Papers
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optimization-and-control
While the maximal coding rate reduction (MCR$^2$) objective has become a useful principle for learning compact and discriminative representations, a theoretical understanding of its optimization geometry remains limited, especially regarding why first-order methods often exhibit fast convergence nea
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