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dynamical stability

7 papers

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Co-occurring keywords · papers mentioning both

stochastic gradient descent (5) learning rate (3) dynamic stability (2) overparameterized learning (2) global minimum (2) bio-inspired robot (1) dynamical climbing (1) vertical locomotion (1) global minima (1) bio-inspired robotics (1)

Papers

On the Stability of Nonlinear Dynamics in GD and SGD: Beyond Quadratic Potentials COLT 2026 Characterizing Dynamical Stability of Stochastic Gradient Descent in Overparameterized Learning JMLR 2025 The Implicit Regularization of Dynamical Stability in Stochastic Gradient Descent ICML 2023 Implicit Bias of the Step Size in Linear Diagonal Neural Networks ICML 2022 At Stability's Edge: How to Adjust Hyperparameters to Preserve Minima Selection in Asynchronous Training of Neural Networks? ICLR 2020 How SGD Selects the Global Minima in Over-parameterized Learning: A Dynamical Stability Perspective NeurIPS 2018 Design of a Bio-inspired Dynamical Vertical Climbing Robot RSS 2007