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Yuetian Luo
Yuetian Luo
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RECENT · PAGE 1/1 · 2 TOTAL
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New research quantifies stability vs. accuracy trade-offs in statistical estimation
A new research paper explores the trade-offs between algorithmic stability and accuracy in statistical estimation. The study, adopting a statistical decision-theoretic perspective, establishes general lower bounds on es…
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Matrix optimization landscape analyzed using Riemannian geometry
This paper analyzes the global landscape of a fixed-rank matrix optimization problem using the Burer-Monteiro factorization and Riemannian geometry. The research characterizes the search space into three regions based o…