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kurdyka-lojasiewicz inequality

4 papers

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Co-occurring keywords · papers mentioning both

gradient flow (2) deep learning (2) non-convex optimization (2) margin distribution (1) overparameterized regime (1) neural network (1) homogeneous network (1) shuffling momentum (1) rayleigh quotient (1) cross-entropy loss (1)

Papers

Last-iterate Convergence of Shuffling Momentum Gradient Method under the Kurdyka-Lojasiewicz Inequality JMLR 2025 Convergence beyond the over-parameterized regime using Rayleigh quotients NeurIPS 2022 Sharp Analysis of Stochastic Optimization under Global Kurdyka-Lojasiewicz Inequality NeurIPS 2022 Directional convergence and alignment in deep learning NeurIPS 2020