conftrace_

singular value

17 papers

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Co-occurring keywords

singular value decomposition (222) matrix factorization (529) matrix completion (356) neural network (6616) low-rank matrix (174) low-rank approximation (323) schatten norm (15) low-rank structure (11) gradient flow (142) implicit regularization (93)

Papers

Estimation of the Order of Non-Parametric Hidden Markov Models using the Singular Values of an Integral Operator JMLR 2024
Efficiency Calibration of Implicit Regularization in Deep Networks via Self-paced Curriculum-Driven Singular Value Selection IJCAI 2024
Towards Inadequately Pre-trained Models in Transfer Learning ICCV 2023
On the spectral bias of two-layer linear networks NIPS 2023
On the Faster Alternating Least-Squares for CCA AISTATS 2021
Revisiting the Landscape of Matrix Factorization AISTATS 2020
I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations IJCAI 2020
Controllable Orthogonalization in Training DNNs CVPR 2020
Spectrum Estimation from a Few Entries JMLR 2019
The emergence of spectral universality in deep networks AISTATS 2018
Diverse Neural Network Learns True Target Functions AISTATS 2017
Matrix Norm Estimation from a Few Entries NIPS 2017
Fast and Memory Optimal Low-Rank Matrix Approximation NIPS 2015
Low-Rank Spectral Learning with Weighted Loss Functions AISTATS 2015
Elastic-Net Regularization of Singular Values for Robust Subspace Learning CVPR 2015
Weighted Nuclear Norm Minimization with Application to Image Denoising CVPR 2014
Partial Sum Minimization of Singular Values in RPCA for Low-Level Vision ICCV 2013