2019 IEEE Data Science Workshop (DSW)
Latest Publications

TOTAL DOCUMENTS

71

(FIVE YEARS 71)

H-INDEX

4

(FIVE YEARS 4)

Published By IEEE

9781728107080

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Sampling of Graph Signals with Blue Noise Dithering

2019 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2019.8755603 ◽

2019 ◽

Author(s):

Alejandro Parada-Mayorga ◽

Daniel L. Lau ◽

Jhony H. Giraldo ◽

Gonzalo R. Arce

Keyword(s):

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Non-Negative Matrix Factorization of Clustered Data with Missing Values

2019 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2019.8755555 ◽

2019 ◽

Author(s):

Rebecca Chen ◽

Lav R. Varshney

Keyword(s):

Matrix Factorization ◽

Missing Values ◽

Clustered Data ◽

Non Negative Matrix Factorization

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Sparse and Functional Principal Components Analysis

2019 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2019.8755778 ◽

2019 ◽

Author(s):

Genevera I. Allen ◽

Michael Weylandt

Keyword(s):

Principal Components Analysis ◽

Principal Components ◽

Components Analysis ◽

Functional Principal Components Analysis ◽

Functional Principal Components

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Byzantine-Robust Stochastic Gradient Descent for Distributed Low-Rank Matrix Completion

2019 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2019.8755575 ◽

2019 ◽

Author(s):

Xuechao He ◽

Qing Ling ◽

Tianyi Chen

Keyword(s):

Gradient Descent ◽

Matrix Completion ◽

Stochastic Gradient ◽

Low Rank ◽

Stochastic Gradient Descent ◽

Rank Matrix ◽

Low Rank Matrix Completion ◽

Low Rank Matrix

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DSW 2019 Organizing Committee

2019 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2019.8755786 ◽

2019 ◽

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Kernel-Based Efficient Lifelong Learning Algorithm

2019 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2019.8755793 ◽

2019 ◽

Author(s):

Seung-Jun Kim ◽

Rami Mowakeaa

Keyword(s):

Lifelong Learning ◽

Learning Algorithm

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Graph Topology Learning and Signal Recovery Via Bayesian Inference

2019 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2019.8755601 ◽

2019 ◽

Author(s):

Mahmoud Ramezani-Mayiami ◽

Mohammad Hajimirsadeghi ◽

Karl Skretting ◽

Rick S. Blum ◽

H. Vincent Poor

Keyword(s):

Bayesian Inference ◽

Signal Recovery ◽

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Comprehensive Personalized Ranking Using One-Bit Comparison Data

2019 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2019.8755595 ◽

2019 ◽

Author(s):

Aria Ameri ◽

Arindam Bose ◽

Mojtaba Soltanalian

Keyword(s):

Personalized Ranking ◽

Comparison Data

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GNSD: a Gradient-Tracking Based Nonconvex Stochastic Algorithm for Decentralized Optimization

2019 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2019.8755807 ◽

2019 ◽

Author(s):

Songtao Lu ◽

Xinwei Zhang ◽

Haoran Sun ◽

Mingyi Hong

Keyword(s):

Stochastic Algorithm ◽

Decentralized Optimization

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Scalable Learning with Privacy Over Graphs

2019 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2019.8755782 ◽

2019 ◽

Author(s):

Yanning Shen ◽

Geert Leus

Keyword(s):

Scalable Learning

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