# Difference between revisions of "Resources"

Line 48: | Line 48: | ||

* C. Canonne. [http://eccc.hpi-web.de/report/2015/063/ ''A Survey on Distribution Testing: Your Data is Big. But is it Blue?''] 2015. | * C. Canonne. [http://eccc.hpi-web.de/report/2015/063/ ''A Survey on Distribution Testing: Your Data is Big. But is it Blue?''] 2015. | ||

* O. Goldreich. [http://www.wisdom.weizmann.ac.il/~oded/PDF/pt-intro.pdf ''Notes for the first lecture in a course on Property Testing.''] 2016. | * O. Goldreich. [http://www.wisdom.weizmann.ac.il/~oded/PDF/pt-intro.pdf ''Notes for the first lecture in a course on Property Testing.''] 2016. | ||

+ | |||

+ | === Workshops === | ||

+ | * [http://dimacs.rutgers.edu/Workshops/ParallelAlgorithms/ DIMACS Workshop on Big Data through the Lens of Sublinear Algorithms] at DIMACS Center, CoRE Building, Rutgers University, 2015. | ||

=== Books === | === Books === | ||

Line 67: | Line 70: | ||

=== Workshops === | === Workshops === | ||

* [http://wsga.sandia.gov/presentations.html Workshop on Streaming Graph Algorithms] at the Sandia National Laboratories, 2014. | * [http://wsga.sandia.gov/presentations.html Workshop on Streaming Graph Algorithms] at the Sandia National Laboratories, 2014. | ||

− | + | * [http://dimacs.rutgers.edu/Workshops/ParallelAlgorithms/ DIMACS Workshop on Big Data through the Lens of Sublinear Algorithms] at DIMACS Center, CoRE Building, Rutgers University, 2015. | |

__FORCETOC__ | __FORCETOC__ |

## Revision as of 12:43, 6 April 2016

## Contents

(Please add links only to class and workshop websites that provide lecture notes, slides, or videos.)

## Communication complexity (sublinear communication)

### Classes

- P. Harsha, M. Mahajan, and J. Radhakrishnan.
*Communication Complexity.*TIFR & IMSc, Monsoon Semester 2011-12.

### Workshops

- Information Complexity and Applications at STOC 2013.
- Communication Complexity and Applications in Banff, 2014.

## Compressed sensing (sublinear measurement)

### Classes

- P. Indyk.
*Sketching, streaming, and sub-linear space algorithms.*MIT, Fall 2007. - P. Indyk and R. Rubinfeld.
*Sublinear Algorithms.*MIT, Fall 2010. - P. Indyk and R. Rubinfeld.
*Sublinear Algorithms.*MIT, Spring 2013.

## Property testing and sublinear-time algorithms

### Classes

- R. Rubinfeld and E. Ben-Sasson.
*Sublinear Time Algorithms.*MIT, Fall 2004. - R. Rubinfeld.
*Sublinear Time Algorithms.*MIT, Spring 2007. - P. Indyk and R. Rubinfeld.
*Sublinear Algorithms.*MIT, Fall 2010. - S. Raskhodnikova.
*Sublinear Algorithms.*Penn State, Spring 2012. - T. Sauerwald.
*Sublinear Algorithms.*Max Planck Institut, Winter Semester 2012. - P. Indyk and R. Rubinfeld.
*Sublinear Algorithms.*MIT, Spring 2013. - G. Yaroslavtsev.
*Sublinear Algorithms for Big Data.*University of Buenos Aires, Summer 2014. - E. Price.
*Sublinear Algorithms*UT Austin, Fall 2014 - R. Servedio.
*Sublinear Time Algorithms in Learning and Property Testing*Columbia, Spring 2014

### News

### Lecture Notes

### Surveys

- E. Fischer.
*The art of uninformed decisions: a primer to property testing.*2001. - D. Ron.
*Property Testing.*Handbook of Randomized Computing, Vol. II, 2001. - R. Rubinfeld.
*Sublinear time algorithms.*Proceedings of the International Congress of Mathematicians, 2006. - D. Ron.
*Property testing: a learning theory perspective.*2008. - A. Czumaj and C. Sohler.
*Sublinear-time algorithms.*In*Property Testing. Current Research and Surveys.*2010. - O. Goldreich.
*Introduction to testing graph properties.*2010. - R. Rubinfeld and A. Shapira.
*Sublinear time algorithms.*SIAM Journal on Discrete Mathematics 25, 2011. - R. Rubinfeld.
*Taming big probability distributions.*XRDS, 2012. - A. Montanaro and R. de Wolf.
*A Survey of Quantum Property Testing.*2013. - C. Canonne.
*A Survey on Distribution Testing: Your Data is Big. But is it Blue?*2015. - O. Goldreich.
*Notes for the first lecture in a course on Property Testing.*2016.

### Workshops

- DIMACS Workshop on Big Data through the Lens of Sublinear Algorithms at DIMACS Center, CoRE Building, Rutgers University, 2015.

### Books

- Arnab Bhattacharyya and Yuichi Yoshida. "Property Testing." 2017?.

## Streaming algorithms

### Classes

- P. Indyk.
*Sketching, streaming, and sub-linear space algorithms.*MIT, Fall 2007. - P. Indyk and R. Rubinfeld.
*Sublinear Algorithms.*MIT, Fall 2010. - A. McGregor.
*Data streams and massive data.*University of Massachusetts in Amherst, Spring 2012. - P. Indyk and R. Rubinfeld.
*Sublinear Algorithms.*MIT, Spring 2013. - J. Nelson.
*Algorithms for Big Data.*Harvard, Fall 2013. - G. Yaroslavtsev.
*Sublinear Algorithms for Big Data.*University of Buenos Aires, Summer 2014.

### Surveys

- S. Muthukrishnan.
*Data streams: algorithms and applications.*Now Publishers Inc, 2005. - A. McGregor.
*Graph Stream Algorithms: A Survey.*2013.

### Workshops

- Workshop on Streaming Graph Algorithms at the Sandia National Laboratories, 2014.
- DIMACS Workshop on Big Data through the Lens of Sublinear Algorithms at DIMACS Center, CoRE Building, Rutgers University, 2015.