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On Approximation Guarantees for Greedy Low Rank OptimizationOptimization, Statistics and Uncertainty2017-11-28
Greedy addition of rank‑one atoms achieves a provable multiplicative approximation: objective of the K‑rank greedy iterate is within a factor ~1 − exp(−C K/R)…
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