conftrace_

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12 papers

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Co-occurring keywords

gradient descent (1144) generalization bound (652) implicit bia (107) convergence rate (607) stochastic gradient descent (1091) implicit regularization (93) logistic loss (30) linear classification (31) algorithmic stability (82) convergence analysis (395)

Papers

The Implicit Bias of Gradient Descent on Separable Multiclass Data NIPS 2024
On Generalization of Decentralized Learning with Separable Data AISTATS 2023
Tight Risk Bounds for Gradient Descent on Separable Data NIPS 2023
Gradient Descent Converges Linearly for Logistic Regression on Separable Data ICML 2023
Continual Learning in Linear Classification on Separable Data ICML 2023
Fast Convergence in Learning Two-Layer Neural Networks with Separable Data AAAI 2023
Stability vs Implicit Bias of Gradient Methods on Separable Data and Beyond COLT 2022
Does Momentum Change the Implicit Regularization on Separable Data? NIPS 2022
Gradient Methods Never Overfit On Separable Data JMLR 2021
Stochastic Gradient Descent on Separable Data: Exact Convergence with a Fixed Learning Rate AISTATS 2019
Convergence of Gradient Descent on Separable Data AISTATS 2019
The Implicit Bias of Gradient Descent on Separable Data JMLR 2018