Skip to content
conftrace_

convergence rate analysis

4 papers

Explore in graph

Co-occurring keywords · papers mentioning both

convergence rate (2) stochastic gradient descent (2) gradient estimator selection (1) semidefinite program (1) accelerated gradient method (1) low-rank matrix optimization (1) dissipativity theory (1) global knowledge (1) model generalizability (1) global knowledge guidance (1)

Papers

AdaGK-SGD: Adaptive Global Knowledge Guided Distributed Stochastic Gradient Descent AAAI 2025 Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate AISTATS 2023 A Rule for Gradient Estimator Selection, with an Application to Variational Inference AISTATS 2020 Dissipativity Theory for Nesterov’s Accelerated Method ICML 2017