NOMAD: Non-locking, stOchastic Multi-machine algorithm for Asynchronous
and Decentralized matrix completion

NOMAD: Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion

1 December 2013

S.V.N. Vishwanathan

Inderjit Dhillon

Papers citing "NOMAD: Non-locking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion"

14 / 14 papers shown

Title
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout Chen Dun Mirian Hipolito Garcia C. Jermaine Dimitrios Dimitriadis Anastasios Kyrillidis 66 20 0 28 Oct 2022
A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication T. Aa Xiangju Qin P. Blomstedt Roel Wuyts Wilfried Verachtert Samuel Kaski 16 0 0 06 Apr 2020
GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding Zhaocheng Zhu Shizhen Xu Meng Qu Jian Tang GNN 13 112 0 02 Mar 2019
Parallel and Distributed Successive Convex Approximation Methods for Big-Data Optimization G. Scutari Ying Sun 35 61 0 17 May 2018
HONE: Higher-Order Network Embeddings Ryan A. Rossi Nesreen Ahmed Eunyee Koh Sungchul Kim Anup B. Rao Yasin Abbasi-Yadkori 29 22 0 28 Jan 2018
Matrix Completion via Factorizing Polynomials Vatsal Shah Nikhil S. Rao Weicong Ding 15 8 0 04 May 2017
MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization R. Kannan Grey Ballard Haesun Park 30 40 0 28 Sep 2016
Level Up Your Strategy: Towards a Descriptive Framework for Meaningful Enterprise Gamification Xinghao Pan 29 62 0 29 May 2016
Faster and Cheaper: Parallelizing Large-Scale Matrix Factorization on GPUs Wei Tan Liangliang Cao L. Fong 28 56 0 11 Mar 2016
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons Dohyung Park Joe Neeman Jin Zhang Sujay Sanghavi Inderjit S. Dhillon 21 75 0 16 Jul 2015
Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization Xiangru Lian Yijun Huang Y. Li Ji Liu 36 500 0 27 Jun 2015
A Scalable Asynchronous Distributed Algorithm for Topic Modeling Hsiang-Fu Yu Cho-Jui Hsieh Hyokun Yun S.V.N. Vishwanathan Inderjit S. Dhillon 24 67 0 16 Dec 2014
Factorbird - a Parameter Server Approach to Distributed Matrix Factorization Sebastian Schelter Venu Satuluri R. Zadeh 29 36 0 03 Nov 2014
Matrix Completion under Interval Uncertainty Jakub Mareˇcek Peter Richtárik Martin Takáč 48 19 0 11 Aug 2014