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difference of convex function

10 papers

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convex optimization (4) non-convex optimization (3) stochastic optimization (3) dc programming (2) moreau envelope (1) nesterov acceleration (1) piecewise linear regression (1) stochastic algorithm (1) iterative algorithm (1) difference of convex (1)

Papers

Accelerating Spectral Clustering under Fairness Constraints ICML 2025 Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions NeurIPS 2024 Stochastic DCA with Variance Reduction and Applications in Machine Learning JMLR 2022 Piecewise Linear Regression via a Difference of Convex Functions ICML 2020 Stochastic Optimization for Non-convex Inf-Projection Problems ICML 2020 Efficient Learning of Restricted Boltzmann Machines Using Covariance Estimates ACML 2019 Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression IJCAI 2018 Difference of Convex Functions Programming for Reinforcement Learning NeurIPS 2014 Co-Regularized Hashing for Multimodal Data NeurIPS 2012 On the Convergence of the Concave-Convex Procedure NeurIPS 2009