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rank-one matrix

10 papers

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Co-occurring keywords · papers mentioning both

matrix completion (4) gradient descent (3) skill estimation (2) phase transition (2) inductive matrix completion (1) spectral properties (1) quadratic metric (1) spiked matrix (1) spiked matrix recovery (1) global optimization landscape (1)

Papers

Rank-one matrix estimation: analytic time evolution of gradient descent dynamics COLT 2021 Adversarial Crowdsourcing Through Robust Rank-One Matrix Completion NeurIPS 2020 All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation NeurIPS 2020 Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers JMLR 2020 Minimax Rank-$1$ Matrix Factorization AISTATS 2020 Nonasymptotic Guarantees for Spiked Matrix Recovery with Generative Priors NeurIPS 2020 Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers ICML 2018 A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing NeurIPS 2016 Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NeurIPS 2013 Positive Semidefinite Metric Learning Using Boosting-like Algorithms JMLR 2012