conftrace_

random matrix theory

63 papers

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RMT

Co-occurring keywords

neural network (6616) random matrix (28) principal component analysis (316) gaussian mixture model (389) spectral analysis (239) asymptotic analysis (86) tensor decomposition (375) neural tangent kernel (205) spectral method (204) implicit regularization (93)

Papers

Detection limits in the high-dimensional spiked rectangular model COLT 2018
Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks ICML 2018
The Spectrum of the Fisher Information Matrix of a Single-Hidden-Layer Neural Network NIPS 2018
On the Spectrum of Random Features Maps of High Dimensional Data ICML 2018
Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks JMLR 2017
Generalized SURE for optimal shrinkage of singular values in low-rank matrix denoising JMLR 2017
On the Optimization Landscape of Tensor Decompositions NIPS 2017
Nonlinear random matrix theory for deep learning NIPS 2017
Geometry of Neural Network Loss Surfaces via Random Matrix Theory ICML 2017
Sparse PCA via Covariance Thresholding JMLR 2016
The Asymptotic Performance of Linear Echo State Neural Networks JMLR 2016
The Loss Surfaces of Multilayer Networks AISTATS 2015
Sparse PCA via Covariance Thresholding NIPS 2014