2018 IEEE Data Science Workshop (DSW)
Latest Publications

TOTAL DOCUMENTS

56

(FIVE YEARS 0)

H-INDEX

5

(FIVE YEARS 0)

Published By IEEE

9781538644102

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

LEARNING FROM SIGNALS DEFINED OVER SIMPLICIAL COMPLEXES

2018 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2018.8439885 ◽

2018 ◽

Cited By ~ 5

Author(s):

Sergio Barbarossa ◽

Stefania Sardellitti ◽

Elena Ceci

Keyword(s):

Simplicial Complexes

Download Full-text

[Front cover]

2018 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2018.8439118 ◽

2018 ◽

Keyword(s):

Front Cover

Download Full-text

ONLINE GRAPH LEARNING FROM SEQUENTIAL DATA

2018 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2018.8439913 ◽

2018 ◽

Cited By ~ 9

Author(s):

Stefan Vlaski ◽

Hermina P. Maretic ◽

Roula Nassif ◽

Pascal Frossard ◽

Ali H. Sayed

Keyword(s):

Sequential Data ◽

Graph Learning

Download Full-text

DEEP CNN SPARSE CODING ANALYSIS: TOWARDS AVERAGE CASE

2018 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2018.8439894 ◽

2018 ◽

Author(s):

Michael Murray ◽

Jared Tanner

Keyword(s):

Sparse Coding ◽

Average Case ◽

Deep Cnn

Download Full-text

NEARLY OPTIMAL ROBUST SUBSPACE TRACKING: A UNIFIED APPROACH

2018 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2018.8439895 ◽

2018 ◽

Author(s):

Praneeth Narayanamurthy ◽

Namrata Vaswani

Keyword(s):

Subspace Tracking ◽

Unified Approach

Download Full-text

SPECTRAL STATISTICS OF DIRECTED NETWORKS WITH RANDOM LINK MODEL TRANSPOSE-ASYMMETRY

2018 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2018.8439883 ◽

2018 ◽

Author(s):

Stephen Kruzick ◽

Jose M. F. Moura

Keyword(s):

Directed Networks ◽

Spectral Statistics ◽

Link Model

Download Full-text

AIM: AN ABSTRACTION FOR IMPROVING MACHINE LEARNING PREDICTION

2018 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2018.8439914 ◽

2018 ◽

Cited By ~ 1

Author(s):

Victoria Stodden ◽

Xiaomian Wu ◽

Vanessa Sochat

Keyword(s):

Machine Learning

Download Full-text

MOTIFNET: A MOTIF-BASED GRAPH CONVOLUTIONAL NETWORK FOR DIRECTED GRAPHS

2018 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2018.8439897 ◽

2018 ◽

Cited By ~ 10

Author(s):

Federico Monti ◽

Karl Otness ◽

Michael M. Bronstein

Keyword(s):

Directed Graphs ◽

Convolutional Network

Download Full-text

SPARSE ANOMALY REPRESENTATIONS IN VERY HIGH-DIMENSIONAL BRAIN SIGNALS

2018 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2018.8439924 ◽

2018 ◽

Author(s):

Catherine Stamoulis

Keyword(s):

High Dimensional ◽

Brain Signals ◽

Very High

Download Full-text

LEARNING FLEXIBLE REPRESENTATIONS OF STOCHASTIC PROCESSES ON GRAPHS

2018 IEEE Data Science Workshop (DSW) ◽

10.1109/dsw.2018.8439911 ◽

2018 ◽

Author(s):

Addison W. Bohannon ◽

Brian M. Sadler ◽

Radu V. Balan

Keyword(s):

Stochastic Processes

Download Full-text