conftrace_

optimization error

5 papers

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barron type function (1) stochastic noise (1) generating function (1) neural network (1) min-min optimization (1) jacobian convergence (1) gradient delay (1) barron function (1) compositional uniform stability (1) stochastic compositional gradient descent (1)

Papers

A Priori Estimation of the Approximation, Optimization and Generalization Errors of Random Neural Networks for Solving Partial Differential Equations IJCAI 2025 General Tail Bounds for Non-Smooth Stochastic Mirror Descent AISTATS 2024 Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms ICML 2024 A Tight Convergence Analysis for Stochastic Gradient Descent with Delayed Updates ALT 2020 Super-efficiency of automatic differentiation for functions defined as a minimum ICML 2020