From Symmetry to Geometry: Tractable Nonconvex Problems

From Symmetry to Geometry: Tractable Nonconvex Problems

14 July 2020

Qing Qu

Papers citing "From Symmetry to Geometry: Tractable Nonconvex Problems"

9 / 9 papers shown

Title
Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation Can Yaras Peng Wang Laura Balzano Qing Qu AI4CE 27 12 0 06 Jun 2024
Symmetries, flat minima, and the conserved quantities of gradient flow Bo-Lu Zhao I. Ganev Robin G. Walters Rose Yu Nima Dehmamy 34 16 0 31 Oct 2022
Are All Losses Created Equal: A Neural Collapse Perspective Jinxin Zhou Chong You Xiao Li Kangning Liu Sheng Liu Qing Qu Zhihui Zhu 19 55 0 04 Oct 2022
An Unconstrained Layer-Peeled Perspective on Neural Collapse Wenlong Ji Yiping Lu Yiliang Zhang Zhun Deng Weijie J. Su 122 65 0 06 Oct 2021
Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery Lijun Ding Liwei Jiang Yudong Chen Qing Qu Zhihui Zhu 13 28 0 23 Sep 2021
Unique sparse decomposition of low rank matrices Dian Jin Xin Bing Yuqian Zhang 12 4 0 14 Jun 2021
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training Cong Fang Hangfeng He Qi Long Weijie J. Su FAtt 114 162 0 29 Jan 2021
Global optimality conditions for deep neural networks Chulhee Yun S. Sra Ali Jadbabaie 116 117 0 08 Jul 2017
Tensor Decomposition for Signal Processing and Machine Learning N. Sidiropoulos L. De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos 90 1,334 0 06 Jul 2016