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moreau envelope

11 papers

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Co-occurring keywords

weakly convex optimization (5) convergence rate (607) generalization bound (652) sparse optimization (246) gradient descent (1144) constrained optimization (281) convex optimization (1321) non-convex optimization (547) nonconvex optimization (316) stochastic optimization (1060)

Papers

Laplace Meets Moreau: Smooth Approximation to Infimal Convolutions Using Laplace's Method JMLR 2025
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions NIPS 2024
Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data ICML 2023
Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms ICML 2023
MoreauGrad: Sparse and Robust Interpretation of Neural Networks via Moreau Envelope ICCV 2023
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models NIPS 2022
Convergence of adaptive algorithms for constrained weakly convex optimization NIPS 2021
Personalized Federated Learning with Moreau Envelopes NIPS 2020
A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration NIPS 2020
Optimization of Inf-Convolution Regularized Nonconvex Composite Problems AISTATS 2019
The Generalization Error of Dictionary Learning with Moreau Envelopes ICML 2018