Learning-Based Low-Rank Approximations

30 October 2019

Papers citing "Learning-Based Low-Rank Approximations"

16 / 16 papers shown

Title
Diffusion on Graph: Augmentation of Graph Structure for Node Classification Yancheng Wang Changyu Liu Yingzhen Yang DiffM GNN 176 0 0 16 Mar 2025
Improving Online Algorithms via ML Predictions Ravi Kumar Manish Purohit Zoya Svitkina 64 317 0 25 Jul 2024
Adaptive Neural Signal Detection for Massive MIMO Mehrdad Khani Mohammad Alizadeh J. Hoydis Phil Fleming 42 213 0 11 Jun 2019
A Model for Learned Bloom Filters, and Optimizing by Sandwiching Michael Mitzenmacher 57 184 0 03 Jan 2019
Hyperspectral Image Dataset for Benchmarking on Salient Object Detection Nevrez Imamoglu Y. Oishi Xiaoqiang Zhang Guanqun Ding Yuming Fang T. Kouyama Ryosuke Nakamura 41 44 0 29 Jun 2018
Learning to Branch Maria-Florina Balcan Travis Dick Tuomas Sandholm Ellen Vitercik 51 174 0 27 Mar 2018
The Case for Learned Index Structures Tim Kraska Alex Beutel Ed H. Chi J. Dean N. Polyzotis 71 1,038 0 04 Dec 2017
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk Paul Hand V. Voroninski UQCV 129 138 0 22 May 2017
Learned D-AMP: Principled Neural Network based Compressive Image Recovery Christopher A. Metzler Ali Mousavi Richard G. Baraniuk 63 285 0 21 Apr 2017
Learning Combinatorial Optimization Algorithms over Graphs H. Dai Elias Boutros Khalil Yuyu Zhang B. Dilkina Le Song 105 1,467 0 05 Apr 2017
Compressed Sensing using Generative Models Ashish Bora A. Jalal Eric Price A. Dimakis 147 810 0 09 Mar 2017
LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain Zeyuan Allen-Zhu Yuanzhi Li 57 130 0 12 Jul 2016
Learning-based Compressive Subsampling Luca Baldassarre Yen-Huan Li Jonathan Scarlett Baran Gözcü Ilija Bogunovic Volkan Cevher 67 73 0 21 Oct 2015
Learning to Hash for Indexing Big Data - A Survey Jun Wang Wen Liu Sanjiv Kumar Shih-Fu Chang 67 512 0 17 Sep 2015
A Deep Learning Approach to Structured Signal Recovery Ali Mousavi Ankit B. Patel Richard G. Baraniuk 48 442 0 17 Aug 2015
Dimensionality Reduction for k-Means Clustering and Low Rank Approximation Michael B. Cohen Sam Elder Cameron Musco Christopher Musco Madalina Persu 111 358 0 24 Oct 2014