Difference between revisions of "Resources"
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* E. Fischer. [http://www.cs.technion.ac.il/~eldar/surv.ps ''The art of uninformed decisions: a primer to property testing.''] 2001. | * E. Fischer. [http://www.cs.technion.ac.il/~eldar/surv.ps ''The art of uninformed decisions: a primer to property testing.''] 2001. | ||
* D. Ron. [http://www.eng.tau.ac.il/~danar/Public-pdf/tut.pdf ''Property Testing.''] Handbook of Randomized Computing, Vol. II, 2001. | * D. Ron. [http://www.eng.tau.ac.il/~danar/Public-pdf/tut.pdf ''Property Testing.''] Handbook of Randomized Computing, Vol. II, 2001. | ||
| − | * R. | + | * R. Rubinfeld. [http://www.icm2006.org/proceedings/Vol_III/contents/ICM_Vol_3_53.pdf ''Sublinear time algorithms.''] Proceedings of the International Congress of Mathematicians, 2006. |
* D. Ron. [http://www.eng.tau.ac.il/~danar/Public-pdf/fnt-ml.pdf ''Property testing: a learning theory perspective.''] 2008. | * D. Ron. [http://www.eng.tau.ac.il/~danar/Public-pdf/fnt-ml.pdf ''Property testing: a learning theory perspective.''] 2008. | ||
* A. Czumaj and C. Sohler. [http://www.dcs.warwick.ac.uk/~czumaj/PUBLICATIONS/DRAFTS/Draft-Survey-Sublinear.pdf ''Sublinear-time algorithms.''] In ''Property Testing. Current Research and Surveys.'' 2010. | * A. Czumaj and C. Sohler. [http://www.dcs.warwick.ac.uk/~czumaj/PUBLICATIONS/DRAFTS/Draft-Survey-Sublinear.pdf ''Sublinear-time algorithms.''] In ''Property Testing. Current Research and Surveys.'' 2010. | ||
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* R. Rubinfeld. [https://dl.acm.org/citation.cfm?id=2331052 ''Taming big probability distributions.''] XRDS, 2012. | * R. Rubinfeld. [https://dl.acm.org/citation.cfm?id=2331052 ''Taming big probability distributions.''] XRDS, 2012. | ||
* A. Montanaro and R. de Wolf. [http://arxiv.org/abs/1310.2035 ''A Survey of Quantum Property Testing.''] 2013. | * A. Montanaro and R. de Wolf. [http://arxiv.org/abs/1310.2035 ''A Survey of Quantum Property Testing.''] 2013. | ||
| − | * C. | + | * C. Canonne. [http://eccc.hpi-web.de/report/2015/063/ ''A Survey on Distribution Testing: Your Data is Big. But is it Blue?''] 2015. |
== Streaming algorithms == | == Streaming algorithms == | ||
Revision as of 11:46, 17 June 2015
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.
News
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.
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.
