What Should We Learn? Special Issue on Exploiting Structure in Data Analytics in SPM

You are here

Inside Signal Processing Newsletter Home Page

Top Reasons to Join SPS Today!

1. IEEE Signal Processing Magazine
2. Signal Processing Digital Library*
3. Inside Signal Processing Newsletter
4. SPS Resource Center
5. Career advancement & recognition
6. Discounts on conferences and publications
7. Professional networking
8. Communities for students, young professionals, and women
9. Volunteer opportunities
10. Coming soon! PDH/CEU credits
Click here to learn more.

10 years of news and resources for members of the IEEE Signal Processing Society

What Should We Learn? Special Issue on Exploiting Structure in Data Analytics in SPM

By: 
Yang Li

Individual feature articles and special issues are two major mechanisms of full-length tutorial surveys of IEEE Signal Processing Magazine (SPM). Since the May 2016 feature article cluster by Jane Wang et al. on brain signal analytics, SPM’s current and past editors-in-chief and their teams have been exploring a different way to complement this existing structure—a feature article cluster (or mini special issue) that allows for a set of three to five solicited articles on a current topic, instead of just one (feature article) or ten to 11 (a special issue). The special issue of SPM in July 2018 offers a feature article cluster on exploiting structure in data analytics: low-rank and sparse structures and is the second such cluster. It is the first in SPM’s planned yearly series on data science and includes the following four articles:

“Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation” by Chen and Chi

“Robust Subspace Learning” by Vaswani et al.

“Correlation-Awareness in Low-Rank Models” by Pal

“Theoretical Foundations of Deep Learning via Sparse Representations” by Papyan et al.

 

SPS on Twitter

  • Share SPS membership with your students, colleagues, and friends! Celebrate - Students and Professionals… https://t.co/qXNA12wxQ6
  • DEADLINE APPROACHING: The IEEE Transactions on Multimedia is accepting submissions for a Special Issue on Learning… https://t.co/XHR6eqwR1p
  • Celebrate now through 27 February! Get a 50% discount on SPS membership – offers available for Student a… https://t.co/enKoDMwiek
  • The SPACE Webinar Series continues Tuesday, 23 February at 10:00 AM EST when Dr. Pier Luigi Dragotti presents "Comp… https://t.co/FcZaAiHzZE
  • The Brain Space Initiative Talk Series continues on Friday, 26 February at 11:00 AM EST when Dr. Emmanuelle Tognoli… https://t.co/PTMXdSGpMa

SPS Videos


Signal Processing in Home Assistants

 


Multimedia Forensics


Careers in Signal Processing             

 


Under the Radar