A Gradient Descent Algorithm on the Grassman Manifold for Matrix Completion

27 October 2009

Papers citing "A Gradient Descent Algorithm on the Grassman Manifold for Matrix Completion"

23 / 23 papers shown

Title
Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks Dan Zhao 23 5 0 01 Jun 2023
A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces Charline Le Lan Joshua Greaves Jesse Farebrother Mark Rowland Fabian Pedregosa Rishabh Agarwal Marc G. Bellemare 52 8 0 08 Dec 2022
A Parameter-free Nonconvex Low-rank Tensor Completion Model for Spatiotemporal Traffic Data Recovery Yang He Yuheng Jia Liyang Hu Chengchuan An Zhenbo Lu Jingxin Xia 32 2 0 28 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Tengjiao Wang Ming-Hsuan Yang DiffM MedIm 226 1,320 0 02 Sep 2022
Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm Pini Zilber B. Nadler 28 8 0 31 Jan 2022
Multi-Tensor Network Representation for High-Order Tensor Completion Chang Nie Huan Wang Zhihui Lai 17 2 0 09 Sep 2021
Influence-guided Data Augmentation for Neural Tensor Completion Sejoon Oh Sungchul Kim Ryan A. Rossi Srijan Kumar 28 10 0 23 Aug 2021
CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation Y. Tashiro Jiaming Song Yang Song Stefano Ermon BDL DiffM 27 516 0 07 Jul 2021
Estimating Traffic Speeds using Probe Data: A Deep Neural Network Approach Felix Rempe P. Franeck Klaus Bogenberger 3DV 24 2 0 19 Apr 2021
Macroscopic Traffic Flow Modeling with Physics Regularized Gaussian Process: A New Insight into Machine Learning Applications Yun Yuan X. Yang Zhao Zhang Shandian Zhe AI4CE 36 96 0 06 Feb 2020
From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model Actionability I. Laña J. S. Medina E. Vlahogianni Javier Del Ser 30 51 0 06 Feb 2020
Robust Tensor Recovery with Fiber Outliers for Traffic Events Yue Hu D. Work 97 33 0 27 Aug 2019
Understanding Urban Dynamics via Context-aware Tensor Factorization with Neighboring Regularization Jingyuan Wang Junjie Wu Ze Wang Fei Gao Z. Xiong 16 54 0 25 Apr 2019
Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants Shiqian Ma N. Aybat 20 51 0 09 Jun 2018
PCA-Based Missing Information Imputation for Real-Time Crash Likelihood Prediction Under Imbalanced Data Jintao Ke Shuaichao Zhang Hai Yang X. Chen 8 43 0 11 Feb 2018
Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework Yuankai Wu Huachun Tan AI4TS 34 249 0 03 Dec 2016
Ad Hoc Microphone Array Calibration: Euclidean Distance Matrix Completion Algorithm and Theoretical Guarantees M. Taghizadeh R. Parhizkar Philip N. Garner H. Bourlard Afsaneh Asaei 17 26 0 31 Aug 2014
Exploring Algorithmic Limits of Matrix Rank Minimization under Affine Constraints Bo Xin David Wipf 41 15 0 10 Jun 2014
Leveraging Side Observations in Stochastic Bandits S. Caron B. Kveton Marc Lelarge Smriti Bhagat 37 111 0 16 Oct 2012
A Combinatorial Algebraic Approach for the Identifiability of Low-Rank Matrix Completion Franz J. Király Ryota Tomioka 14 42 0 27 Jun 2012
Calibration Using Matrix Completion with Application to Ultrasound Tomography R. Parhizkar Amin Karbasi Sewoong Oh M. Vetterli 54 17 0 22 Dec 2010
Penalty Decomposition Methods for Rank Minimization Zhaosong Lu Yong Zhang 76 91 0 31 Aug 2010
Regularization for Matrix Completion Raghunandan H. Keshavan Andrea Montanari 84 21 0 02 Jan 2010