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nesterov momentum

7 papers

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Co-occurring keywords

convergence rate (607) gradient descent (1144) accelerated optimization (20) convex optimization (1321) accelerated gradient descent (29) exponential stability (5) calculus of variation (2) uniform stability (23) momentum q-learning (1) bregman lagrangian (1)

Papers

Acceleration and Implicit Regularization in Gaussian Phase Retrieval AISTATS 2024

On the Hyperparameters in Stochastic Gradient Descent with Momentum JMLR 2024

Provable Accelerated Convergence of Nesterov’s Momentum for Deep ReLU Neural Networks ALT 2024

Finite-time theory for momentum Q-learning UAI 2021

Rethinking the Variational Interpretation of Accelerated Optimization Methods NIPS 2021

Algorithmic Instabilities of Accelerated Gradient Descent NIPS 2021

Amortized Nesterov’s Momentum: A Robust Momentum and Its Application to Deep Learning UAI 2020