conftrace_

spectral norm

39 papers

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Co-occurring keywords

matrix completion (356) frobenius norm (18) neural network (6616) covariance matrix (101) dimensionality reduction (720) matrix estimation (34) generalization bound (652) covariance estimation (98) sample complexity (1169) lipschitz constant (48)

Papers

Fitting Spectral Decay with the k-Support Norm AISTATS 2016
New Perspectives on k-Support and Cluster Norms JMLR 2016
Recovery guarantee of weighted low-rank approximation via alternating minimization ICML 2016
Fast Exact Matrix Completion with Finite Samples COLT 2015
An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015
Approximating Sparse PCA from Incomplete Data NIPS 2015
CUR Algorithm for Partially Observed Matrices ICML 2015
Spectral Norm Regularization of Orthonormal Representations for Graph Transduction NIPS 2015
Tensor Factorization via Matrix Factorization AISTATS 2015
Online PCA with Spectral Bounds COLT 2015
Spectral k-Support Norm Regularization NIPS 2014
Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs AISTATS 2014
Sparse Principal Component Analysis for High Dimensional Multivariate Time Series AISTATS 2013
Clustered Multi-Task Learning: A Convex Formulation NIPS 2008