most citedGeneralization error of random features and kernel methods: hypercontractivity and kernel matrix concentration

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math.OC2018★ 1 cited

Analysis of Sequential Quadratic Programming through the Lens of Riemannian Optimization

Yu Bai, Song Mei

We prove that a "first-order" Sequential Quadratic Programming (SQP) algorithm for equality constrained optimization has local linear convergence with rate , where $κ_…