conftrace_

convergence rate analysis

4 papers

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Co-occurring keywords

convergence rate (607) stochastic gradient descent (1091) gradient estimator selection (1) semidefinite program (15) accelerated gradient method (29) low-rank matrix optimization (4) dissipativity theory (3) global knowledge (4) model generalizability (14) 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