Difference: WebHome (1 vs. 23)

Revision 23
12 Sep 2016 - ngk10
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Welcome to the SPARS 2015 website!

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  • Ju Sun of Columbia University, USA, for paper 1111,
    'Complete Dictionary Recovery over the Sphere'
  • Yanjun Li of University of Illinois at Urbana Champaign, USA, for paper 1047,
    'Identifiability of blind deconvolution with subspace or sparsity constraints'.
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SPARS 2017: Expressions of Interest are invited for hosting the next SPARS in 2017

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SPARS 2017: The next SPARS will be held in Lisbon in June 2017. We hope to see you there. For information, please see the website:

http://spars2017.lx.it.pt/

 
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<		 Please contact Jalal Fadili <Jalal.Fadili@ensicaen.fr>, Remi Gribonval <remi.gribonval@inria.fr> or Nick Kingsbury <ngk@eng.cam.ac.uk> to obtain guidance on how to prepare a proposal.
 

Introduction

The Signal Processing with Adaptive Sparse Structured Representations SPARS workshop seeks novel ideas and results, both experimental and theoretical, for adaptive sparse representations, sampling and computational methods for high-dimensional data that feature structured combinatorial and geometric foundations.

Revision 22
02 Sep 2015 - ngk10
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Welcome to the SPARS 2015 website!

SPARS 2015 has now happened and approximately 150 delegates attended. The organisers would like to thank all the authors and speakers who contributed to its success.

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The Technical Program is available here and slides of most of the talks are available for download at the end of the Program page (from 2 Sept 2015). Slides of Plenary talks are downloadable from the Plenary Talks page.

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The Technical Program is available here and slides of most of the talks are available for download at the end of the Program page (from 2 Sept 2015). Slides of Plenary talks are downloadable from the Plenary Talks page.

 

The Best Student Paper Prize was awarded to two very deserving student authors:

  • Ju Sun of Columbia University, USA, for paper 1111,
    'Complete Dictionary Recovery over the Sphere'
  • Yanjun Li of University of Illinois at Urbana Champaign, USA, for paper 1047,
    'Identifiability of blind deconvolution with subspace or sparsity constraints'.
Revision 21
02 Sep 2015 - ngk10
Line: 1 to 1
 

Welcome to the SPARS 2015 website!

SPARS 2015 has now happened and approximately 150 delegates attended. The organisers would like to thank all the authors and speakers who contributed to its success.

Changed:
<
<

The Technical Program is available here.

>
>

The Technical Program is available here and slides of most of the talks are available for download at the end of the Program page (from 2 Sept 2015). Slides of Plenary talks are downloadable from the Plenary Talks page.

 

The Best Student Paper Prize was awarded to two very deserving student authors:

  • Ju Sun of Columbia University, USA, for paper 1111,
    'Complete Dictionary Recovery over the Sphere'
  • Yanjun Li of University of Illinois at Urbana Champaign, USA, for paper 1047,
    'Identifiability of blind deconvolution with subspace or sparsity constraints'.
Revision 20
10 Jul 2015 - ngk10
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Welcome to the SPARS 2015 website!

Changed:
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<

Please join us for SPARS 2015 in beautiful and exciting Cambridge, UK.

Registration now open -- earlybird rates end on June 1st. Register here.

Registration will close on June 25th, as we need final numbers for the Banquet in Trinity College by then.

The Technical Program is available here (now in final form).

Additional guidance for authors on Talks and Posters is available here.

>
>

SPARS 2015 has now happened and approximately 150 delegates attended. The organisers would like to thank all the authors and speakers who contributed to its success.

The Technical Program is available here.

The Best Student Paper Prize was awarded to two very deserving student authors:

  • Ju Sun of Columbia University, USA, for paper 1111,
    'Complete Dictionary Recovery over the Sphere'
  • Yanjun Li of University of Illinois at Urbana Champaign, USA, for paper 1047,
    'Identifiability of blind deconvolution with subspace or sparsity constraints'.

SPARS 2017: Expressions of Interest are invited for hosting the next SPARS in 2017

Please contact Jalal Fadili <Jalal.Fadili@ensicaen.fr>, Remi Gribonval <remi.gribonval@inria.fr> or Nick Kingsbury <ngk@eng.cam.ac.uk> to obtain guidance on how to prepare a proposal.

Introduction

 

The Signal Processing with Adaptive Sparse Structured Representations SPARS workshop seeks novel ideas and results, both experimental and theoretical, for adaptive sparse representations, sampling and computational methods for high-dimensional data that feature structured combinatorial and geometric foundations.

Revision 19
30 Jun 2015 - ngk10
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Welcome to the SPARS 2015 website!

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  Our Special Lecturer will be:

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Financial Support

This workshop has been partly funded by the Raymond and Beverly Sackler Fund, which is administered by Trinity College, Cambridge, and also by the Conferences Fund of Trinity College. The organizers are most grateful for this support.

 

Previous SPARS events

SPARS 2015 will be the sixth in a series of workshops on sparse representation of signals, held approximately once every two years since 2005, whose websites may be reached via the following links:

Revision 18
23 Jun 2015 - ngk10
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Welcome to the SPARS 2015 website!

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Please join us for SPARS 2015 in beautiful and exciting Cambridge, UK.

Registration now open -- earlybird rates end on June 1st. Register here.

Registration will close on June 25th, as we need final numbers for the Banquet in Trinity College by then.

Changed:
<
<

The Technical Program is now available here (in provisional form).

>
>

The Technical Program is available here (now in final form).

 

Additional guidance for authors on Talks and Posters is available here.

The Signal Processing with Adaptive Sparse Structured Representations SPARS workshop seeks novel ideas and results, both experimental and theoretical, for adaptive sparse representations, sampling and computational methods for high-dimensional data that feature structured combinatorial and geometric foundations.

Revision 17
05 Jun 2015 - ngk10
Line: 1 to 1
 

Welcome to the SPARS 2015 website!

Please join us for SPARS 2015 in beautiful and exciting Cambridge, UK.

Registration now open -- earlybird rates end on June 1st. Register here.

Added:
>
>

Registration will close on June 25th, as we need final numbers for the Banquet in Trinity College by then.

 

The Technical Program is now available here (in provisional form).

Additional guidance for authors on Talks and Posters is available here.

Revision 16
30 May 2015 - ngk10
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Welcome to the SPARS 2015 website!

Please join us for SPARS 2015 in beautiful and exciting Cambridge, UK.

Changed:
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Registration now open -- earlybird rates end on May 31. Register here.

>
>

Registration now open -- earlybird rates end on June 1st. Register here.

The Technical Program is now available here (in provisional form).

Additional guidance for authors on Talks and Posters is available here.

 

The Signal Processing with Adaptive Sparse Structured Representations SPARS workshop seeks novel ideas and results, both experimental and theoretical, for adaptive sparse representations, sampling and computational methods for high-dimensional data that feature structured combinatorial and geometric foundations.

Revision 15
24 Apr 2015 - ngk10
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Welcome to the SPARS 2015 website!

Line: 11 to 11
  SPARS 2015 will take place at Robinson College, Cambridge, from July 6th to July 9th, 2015 and we welcome you! The conference banquet will take place in the 400-year-old Great Hall of Trinity College.

Important Dates

  • Submission of Paper Abstracts: January 21, 2015 (extended by 24 hours to avoid any problems with web congestion at midnight on 20th - London time)
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  • Notification of Acceptance of Papers: April 22, 2015</>
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  • Notification of Acceptance of Papers: April 22, 2015 (Delayed to April 29 - apologies)
 
  • Workshop Dates: July 6th to July 9th, 2015

Topics of interest:

  • Sparse coding and representations, vector quantization, and dictionary learning.
Revision 14
21 Apr 2015 - ngk10
Line: 1 to 1
 

Welcome to the SPARS 2015 website!

Please join us for SPARS 2015 in beautiful and exciting Cambridge, UK.

Added:
>
>

Registration now open -- earlybird rates end on May 31. Register here.

 

The Signal Processing with Adaptive Sparse Structured Representations SPARS workshop seeks novel ideas and results, both experimental and theoretical, for adaptive sparse representations, sampling and computational methods for high-dimensional data that feature structured combinatorial and geometric foundations.

SPARS 2015 will take place at Robinson College, Cambridge, from July 6th to July 9th, 2015 and we welcome you! The conference banquet will take place in the 400-year-old Great Hall of Trinity College.

Important Dates

  • Submission of Paper Abstracts: January 21, 2015 (extended by 24 hours to avoid any problems with web congestion at midnight on 20th - London time)
Changed:
<
<
  • Notification of Acceptance of Papers: April 22, 2015
>
>
  • Notification of Acceptance of Papers: April 22, 2015</>
 
  • Workshop Dates: July 6th to July 9th, 2015

Topics of interest:

  • Sparse coding and representations, vector quantization, and dictionary learning.
Revision 13
20 Jan 2015 - ngk10
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Welcome to the SPARS 2015 website!

Line: 9 to 9
 

SPARS 2015 will take place at Robinson College, Cambridge, from July 6th to July 9th, 2015 and we welcome you! The conference banquet will take place in the 400-year-old Great Hall of Trinity College.

Important Dates

Changed:
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<
  • Submission of Paper Abstracts: January 20, 2015 (revised to avoid clash with IEEE ICIP paper submission on Jan 15)
>
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  • Submission of Paper Abstracts: January 21, 2015 (extended by 24 hours to avoid any problems with web congestion at midnight on 20th - London time)
 
  • Notification of Acceptance of Papers: April 22, 2015
  • Workshop Dates: July 6th to July 9th, 2015

Topics of interest:

Revision 12
31 Dec 2014 - ngk10
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Welcome to the SPARS 2015 website!

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The Signal Processing with Adaptive Sparse Structured Representations SPARS workshop seeks novel ideas and results, both experimental and theoretical, for adaptive sparse representations, sampling and computational methods for high-dimensional data that feature structured combinatorial and geometric foundations.

Changed:
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<		 SPARS 2015 will take place at Robinson College, Cambridge, from July 6th to July 9th, 2015 and we welcome you!
>
>		 SPARS 2015 will take place at Robinson College, Cambridge, from July 6th to July 9th, 2015 and we welcome you! The conference banquet will take place in the 400-year-old Great Hall of Trinity College.
 

Important Dates

  • Submission of Paper Abstracts: January 20, 2015 (revised to avoid clash with IEEE ICIP paper submission on Jan 15)
  • Notification of Acceptance of Papers: April 22, 2015
Line: 39 to 39
 

Previous SPARS events

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SPARS 2015 will be the sixth in a series of workshops on sparse representation of signals, held approximately once every two years since 2005, whose websites may be reached via the following links:

 
Revision 11
29 Dec 2014 - ngk10
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This website is evolving and some pages contain incomplete or to-be-announced (TBA) details of the workshop.

 

Welcome to the SPARS 2015 website!

Line: 10 to 9
 

SPARS 2015 will take place at Robinson College, Cambridge, from July 6th to July 9th, 2015 and we welcome you!

Important Dates

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  • Submission of Paper Abstracts: January 13, 2015
>
>
  • Submission of Paper Abstracts: January 20, 2015 (revised to avoid clash with IEEE ICIP paper submission on Jan 15)
 
  • Notification of Acceptance of Papers: April 22, 2015
  • Workshop Dates: July 6th to July 9th, 2015

Topics of interest:

Revision 10
03 Nov 2014 - ngk10
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Changed:
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This website is still provisional and some pages contain missing or to-be-announced (TBA) details of the workshop.

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This website is evolving and some pages contain incomplete or to-be-announced (TBA) details of the workshop.

 

Welcome to the SPARS 2015 website!

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  • Big data applications, including but not limited to geophysics, neuroscience, biomedical imaging, array processing, genetics, optics and radar, and feedback control.

Plenary Speakers

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  • A
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Special Lecture on ... :
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We are delighted that the following highly respected researchers have agreed to give plenary talks at SPARS 2015:

  • Maryam Fazel
  • Zoubin Ghahramani
  • Venkat Chandrasekaran
  • Michael Lustig
  • Gabriel Peyre
  • Justin Romberg
  • Roman Vershynin
  • Martin Wainwright
Our Special Lecturer will be:

 

Previous SPARS events

Revision 9
29 Oct 2014 - ngk10
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Changed:
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This website is still under development and does not yet represent the confirmed details of the workshop.

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This website is still provisional and some pages contain missing or to-be-announced (TBA) details of the workshop.

 

Welcome to the SPARS 2015 website!

Revision 8
02 Jul 2014 - ngk10
Line: 1 to 1
 

This website is still under development and does not yet represent the confirmed details of the workshop.

Welcome to the SPARS 2015 website!

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  • Sparse coding and representations, vector quantization, and dictionary learning.
  • Sparse and low-rank approximation algorithms: performance and complexity analysis, new methodologies.
  • Compressive sensing and learning: new theory and methods.
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  • Feature extraction, classification, detection, and source separation.
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  • Dimensionality reduction, feature extraction, classification, detection, and source separation.
 
  • Sparsity measures in approximation theory, information theory and statistics.
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  • Regularization theory with low-complexity / low-dimensional structures.
 
  • Statistical models and algorithms for sparsity, including Bayesian, likelihood-based, entropy and variational Bayes.
  • Sparse network theory and analysis, including dynamic (time-varying) networks and large networks.
  • Applications of sparsity and low-rank ideas to areas such as 'recovery without phase' and inverse covariance estimation.
Revision 7
25 Jun 2014 - ngk10
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Changed:
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This website is still under development and does not yet represent the confirmed details of the workshop.

 

Welcome to the SPARS 2015 website!

Line: 14 to 14
 
  • Notification of Acceptance of Papers: April 22, 2015
  • Workshop Dates: July 6th to July 9th, 2015

Topics of interest:

Changed:
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<
  • Sparse coding and representations, vector quantization, and dictionary learning
  • Sparse and low-rank approximation algorithms: performance and complexity analysis, new methodologies
  • Compressive sensing and learning: new theory and methods
  • Feature extraction, classification, detection, and source separation
  • Sparsity measures in approximation theory, information theory and statistics
  • Applications of sparsity and low-rank ideas to areas such as 'recovery without phase', inverse covariance estimation and networks
  • Big data applications, including but not limited to geophysics, neuroscience, biomedical imaging, array processing, genetics, optics and radar, and feedback control
>
>
  • Sparse coding and representations, vector quantization, and dictionary learning.
  • Sparse and low-rank approximation algorithms: performance and complexity analysis, new methodologies.
  • Compressive sensing and learning: new theory and methods.
  • Feature extraction, classification, detection, and source separation.
  • Sparsity measures in approximation theory, information theory and statistics.
  • Statistical models and algorithms for sparsity, including Bayesian, likelihood-based, entropy and variational Bayes.
  • Sparse network theory and analysis, including dynamic (time-varying) networks and large networks.
  • Applications of sparsity and low-rank ideas to areas such as 'recovery without phase' and inverse covariance estimation.
  • Big data applications, including but not limited to geophysics, neuroscience, biomedical imaging, array processing, genetics, optics and radar, and feedback control.
 

Plenary Speakers

  • A
Revision 6
25 Jun 2014 - ngk10
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Welcome to the SPARS 2015 website!

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Previous SPARS events

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Revision 5
25 Jun 2014 - ngk10
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Welcome to the SPARS 2015 website!

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The Signal Processing with Adaptive Sparse Structured Representations SPARS workshop seeks novel ideas and results, both experimental and theoretical, for adaptive sparse representations, sampling and computational methods for high-dimensional data that feature structured combinatorial and geometric foundations.

Changed:
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<		 SPARS 2015 will take place at Robinson College from July 6th to July 9th, 2015 and we welcome you!

Topics of interest:

>
>		 SPARS 2015 will take place at Robinson College, Cambridge, from July 6th to July 9th, 2015 and we welcome you!

Important Dates

  • Submission of Paper Abstracts: January 13, 2015
  • Notification of Acceptance of Papers: April 22, 2015
  • Workshop Dates: July 6th to July 9th, 2015

Topics of interest:

 
  • Sparse coding and representations, vector quantization, and dictionary learning
  • Sparse and low-rank approximation algorithms: performance and complexity analysis, new methodologies
  • Compressive sensing and learning: new theory and methods
  • Feature extraction, classification, detection, and source separation
  • Sparsity measures in approximation theory, information theory and statistics
Added:
>
>
  • Applications of sparsity and low-rank ideas to areas such as 'recovery without phase', inverse covariance estimation and networks
 
  • Big data applications, including but not limited to geophysics, neuroscience, biomedical imaging, array processing, genetics, optics and radar, and feedback control

Plenary Speakers

Revision 4
18 Jun 2014 - ngk10
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SPARS 2015

Signal Processing with Adaptive Sparse Structured Representations.

July 6-9, 2015, Cambridge, UK.

>
>
 

Welcome to the SPARS 2015 website!

Changed:
<
<

Please join us for SPARS 2015 in beautiful and exciting Cambridge, UK.

>
>

Please join us for SPARS 2015 in beautiful and exciting Cambridge, UK.

 

The Signal Processing with Adaptive Sparse Structured Representations SPARS workshop seeks novel ideas and results, both experimental and theoretical, for adaptive sparse representations, sampling and computational methods for high-dimensional data that feature structured combinatorial and geometric foundations.

Revision 3
18 Jun 2014 - pr374
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Added:
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SPARS 2015

Signal Processing with Adaptive Sparse Structured Representations.

July 6-9, 2015, Cambridge, UK.

Welcome to the SPARS 2015 website!

 
Changed:
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<		 Spars Info Home Page
>
>

Please join us for SPARS 2015 in beautiful and exciting Cambridge, UK.

The Signal Processing with Adaptive Sparse Structured Representations SPARS workshop seeks novel ideas and results, both experimental and theoretical, for adaptive sparse representations, sampling and computational methods for high-dimensional data that feature structured combinatorial and geometric foundations.

SPARS 2015 will take place at Robinson College from July 6th to July 9th, 2015 and we welcome you!

Topics of interest:

  • Sparse coding and representations, vector quantization, and dictionary learning
  • Sparse and low-rank approximation algorithms: performance and complexity analysis, new methodologies
  • Compressive sensing and learning: new theory and methods
  • Feature extraction, classification, detection, and source separation
  • Sparsity measures in approximation theory, information theory and statistics
  • Big data applications, including but not limited to geophysics, neuroscience, biomedical imaging, array processing, genetics, optics and radar, and feedback control

Plenary Speakers

  • A
  • B
  • C
  • D
  • E
  • F
  • G
  • H
Special Lecture on ... :

Previous SPARS events

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18 Jun 2014 - Main.UnknownUser
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>		 Spars Info Home Page
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