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20232026
most citedGeneralization Error Analysis for Sparse Mixture-of-Experts: A Preliminary Study

2 citations · 2 across the 7 of their papers we have counts for

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math.OC2026

A Two-Dimensional Extremizer for Relatively Inexact Gradient Descent

Jinze Zhao

We give an explicit extremal function for one step of gradient descent when the gradient error is bounded relative to the true gradient. The function is the sum of a quadratic in o…

math.OC2026

Sharpness and Rigidity of the Two-Factor Recht-Re Lower Bound

Jinze Zhao

Products of positive semidefinite matrices arise when successive steps of a randomized optimization method use different data points. Their average can have a negative eigenvalue e…