conftrace_

random matrix theory

83 papers

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Also known as

RMT

Co-occurring keywords · papers mentioning both

neural network (8) random matrix (7) spectral analysis (6) gaussian mixture model (5) phase transition (5) kernel methods (5) linear regression (5) high-dimensional statistics (5) principal component analysis (5) spectral method (4)

Papers

Geometry of Neural Network Loss Surfaces via Random Matrix Theory ICML 2017 Nonlinear random matrix theory for deep learning NeurIPS 2017 On the Optimization Landscape of Tensor Decompositions NeurIPS 2017 Sparse PCA via Covariance Thresholding JMLR 2016 The Asymptotic Performance of Linear Echo State Neural Networks JMLR 2016 Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation NeurIPS 2015 The Loss Surfaces of Multilayer Networks AISTATS 2015 Sparse PCA via Covariance Thresholding NeurIPS 2014