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On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features.

, , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 27179-27202. PMLR, (2022)

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The Efficiency Spectrum of Large Language Models: An Algorithmic Survey., , , , , , , , , and . CoRR, (2023)A Geometric Analysis of Neural Collapse with Unconstrained Features., , , , , , and . NeurIPS, page 29820-29834. (2021)On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features., , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 27179-27202. PMLR, (2022)DREAM: Diffusion Rectification and Estimation-Adaptive Models., , , , , , and . CoRR, (2023)A Validation Approach to Over-parameterized Matrix and Image Recovery., , , , and . CoRR, (2022)Principled and Efficient Transfer Learning of Deep Models via Neural Collapse., , , , , , and . CoRR, (2022)Generalized Neural Collapse for a Large Number of Classes., , , , , , and . CoRR, (2023)Horizontal visibility of an underwater low-resolution video camera modeled by practical parameters near the sea surface., , , and . Ecol. Informatics, (2019)Are All Losses Created Equal: A Neural Collapse Perspective., , , , , , and . NeurIPS, (2022)AdaContour: Adaptive Contour Descriptor with Hierarchical Representation., , , , , and . CoRR, (2024)