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cs.DS2025
Adaptive Matrix Sparsification and Applications to Empirical Risk Minimization
Yang P. Liu, Richard Peng, Colin Tang +2
Consider the empirical risk minimization (ERM) problem, which is stated as follows. Let be compact convex sets with for $i \in [m…
math.PR2025
Khinchin inequalities for uniforms on spheres with a deficit
Jacek Jakimiuk, Colin Tang, Tomasz Tkocz
We sharpen the moment comparison inequalities with sharp constants for sums of random vectors uniform on Euclidean spheres, providing a deficit term (optimal in high dimensions).
math.MG2025
From simplex slicing to sharp reverse Hölder inequalities
James Melbourne, Michael Roysdon, Colin Tang +1
Simplex slicing (Webb, 1996) is a sharp upper bound on the volume of central hyperplane sections of the regular simplex. We extend this to sharp bounds in the probabilistic framewo…