conftrace_

low-rank matrix

174 papers

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Co-occurring keywords

matrix completion (356) convex optimization (1321) matrix factorization (529) low-rank matrix recovery (57) matrix recovery (51) low-rank approximation (323) non-convex optimization (547) nuclear norm (79) gradient descent (1144) collaborative filtering (300)

Papers

Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation NIPS 2020
Matrix Completion with Hierarchical Graph Side Information NIPS 2020
Robust Low-Rank Discovery of Data-Driven Partial Differential Equations AAAI 2020
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning AAAI 2020
Fast Exact Matrix Completion: A Unified Optimization Framework for Matrix Completion JMLR 2020
Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix ICML 2020
Accelerated Factored Gradient Descent for Low-Rank Matrix Factorization AISTATS 2020
On the Convergence of Stochastic Gradient Descent with Low-Rank Projections for Convex Low-Rank Matrix Problems COLT 2020
Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise AAAI 2020
Linear-Sample Learning of Low-Rank Distributions NIPS 2020
Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms CVPR 2019
Robust Principal Component Analysis-Based Infrared Small Target Detection AAAI 2019
Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption NIPS 2019
RES-PCA: A Scalable Approach to Recovering Low-Rank Matrices CVPR 2019
Nonconvex Matrix Factorization from Rank-One Measurements AISTATS 2019
Exponentially convergent stochastic k-PCA without variance reduction NIPS 2019
Efficient Full-Matrix Adaptive Regularization ICML 2019
Fast Algorithms for Sparse Reduced-Rank Regression AISTATS 2019
Spectrum Estimation from a Few Entries JMLR 2019
Personalizing Many Decisions with High-Dimensional Covariates NIPS 2019
Universality in Learning from Linear Measurements NIPS 2019
Bilinear Bandits with Low-rank Structure ICML 2019
Robust Matrix Completion from Quantized Observations AISTATS 2019
High-dimensional Varying Index Coefficient Models via Stein's Identity JMLR 2019
Decentralized sketching of low rank matrices NIPS 2019