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{{DISPLAYTITLE:Resources on Sublinear Algorithms}} | {{DISPLAYTITLE:Resources on Sublinear Algorithms}} | ||
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− | (Please add links only to class | + | (Please add links only to class websites that provide lecture notes and/or slides.) |
== Communication complexity (sublinear communication) == | == Communication complexity (sublinear communication) == | ||
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* P. Harsha, M. Mahajan, and J. Radhakrishnan. [http://www.tcs.tifr.res.in/~prahladh/teaching/2011-12/comm/ ''Communication Complexity.''] TIFR & IMSc, Monsoon Semester 2011-12. | * P. Harsha, M. Mahajan, and J. Radhakrishnan. [http://www.tcs.tifr.res.in/~prahladh/teaching/2011-12/comm/ ''Communication Complexity.''] TIFR & IMSc, Monsoon Semester 2011-12. | ||
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== Compressed sensing (sublinear measurement) == | == Compressed sensing (sublinear measurement) == | ||
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* P. Indyk. [http://stellar.mit.edu/S/course/6/fa07/6.895/ ''Sketching, streaming, and sub-linear space algorithms.''] MIT, Fall 2007. | * P. Indyk. [http://stellar.mit.edu/S/course/6/fa07/6.895/ ''Sketching, streaming, and sub-linear space algorithms.''] MIT, Fall 2007. | ||
* P. Indyk and R. Rubinfeld. [http://stellar.mit.edu/S/course/6/fa10/6.896/ ''Sublinear Algorithms.''] MIT, Fall 2010. | * P. Indyk and R. Rubinfeld. [http://stellar.mit.edu/S/course/6/fa10/6.896/ ''Sublinear Algorithms.''] MIT, Fall 2010. | ||
* P. Indyk and R. Rubinfeld. [http://stellar.mit.edu/S/course/6/sp13/6.893/ ''Sublinear Algorithms.''] MIT, Spring 2013. | * P. Indyk and R. Rubinfeld. [http://stellar.mit.edu/S/course/6/sp13/6.893/ ''Sublinear Algorithms.''] MIT, Spring 2013. | ||
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== Property testing and sublinear-time algorithms == | == Property testing and sublinear-time algorithms == | ||
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* R. Rubinfeld and E. Ben-Sasson. [http://people.csail.mit.edu/ronitt/COURSE/F04/index.html ''Sublinear Time Algorithms.''] MIT, Fall 2004. | * R. Rubinfeld and E. Ben-Sasson. [http://people.csail.mit.edu/ronitt/COURSE/F04/index.html ''Sublinear Time Algorithms.''] MIT, Fall 2004. | ||
* R. Rubinfeld. [http://people.csail.mit.edu/ronitt/COURSE/S07/ ''Sublinear Time Algorithms.''] MIT, Spring 2007. | * R. Rubinfeld. [http://people.csail.mit.edu/ronitt/COURSE/S07/ ''Sublinear Time Algorithms.''] MIT, Spring 2007. | ||
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* P. Indyk and R. Rubinfeld. [http://stellar.mit.edu/S/course/6/sp13/6.893/ ''Sublinear Algorithms.''] MIT, Spring 2013. | * P. Indyk and R. Rubinfeld. [http://stellar.mit.edu/S/course/6/sp13/6.893/ ''Sublinear Algorithms.''] MIT, Spring 2013. | ||
* G. Yaroslavtsev. [http://grigory.us/big-data.html ''Sublinear Algorithms for Big Data.''] University of Buenos Aires, Summer 2014. | * G. Yaroslavtsev. [http://grigory.us/big-data.html ''Sublinear Algorithms for Big Data.''] University of Buenos Aires, Summer 2014. | ||
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=== News === | === News === | ||
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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. Rubinfield. [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. | ||
* O. Goldreich. [http://www.wisdom.weizmann.ac.il/~oded/p_tgp.html ''Introduction to testing graph properties.''] 2010. | * O. Goldreich. [http://www.wisdom.weizmann.ac.il/~oded/p_tgp.html ''Introduction to testing graph properties.''] 2010. | ||
* R. Rubinfeld and A. Shapira. [http://www.math.tau.ac.il/~asafico/sublinear.pdf ''Sublinear time algorithms.''] SIAM Journal on Discrete Mathematics 25, 2011. | * R. Rubinfeld and A. Shapira. [http://www.math.tau.ac.il/~asafico/sublinear.pdf ''Sublinear time algorithms.''] SIAM Journal on Discrete Mathematics 25, 2011. | ||
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* 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. | ||
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== Streaming algorithms == | == Streaming algorithms == | ||
− | === | + | === Classes === |
* P. Indyk. [http://stellar.mit.edu/S/course/6/fa07/6.895/ ''Sketching, streaming, and sub-linear space algorithms.''] MIT, Fall 2007. | * P. Indyk. [http://stellar.mit.edu/S/course/6/fa07/6.895/ ''Sketching, streaming, and sub-linear space algorithms.''] MIT, Fall 2007. | ||
* P. Indyk and R. Rubinfeld. [http://stellar.mit.edu/S/course/6/fa10/6.896/ ''Sublinear Algorithms.''] MIT, Fall 2010. | * P. Indyk and R. Rubinfeld. [http://stellar.mit.edu/S/course/6/fa10/6.896/ ''Sublinear Algorithms.''] MIT, Fall 2010. | ||
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* J. Nelson. [http://people.seas.harvard.edu/~minilek/cs229r/ ''Algorithms for Big Data.''] Harvard, Fall 2013. | * J. Nelson. [http://people.seas.harvard.edu/~minilek/cs229r/ ''Algorithms for Big Data.''] Harvard, Fall 2013. | ||
* G. Yaroslavtsev. [http://grigory.us/big-data.html ''Sublinear Algorithms for Big Data.''] University of Buenos Aires, Summer 2014. | * G. Yaroslavtsev. [http://grigory.us/big-data.html ''Sublinear Algorithms for Big Data.''] University of Buenos Aires, Summer 2014. | ||
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=== Surveys === | === Surveys === | ||
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* A. McGregor. [http://people.cs.umass.edu/~mcgregor/papers/13-graphsurvey.pdf ''Graph Stream Algorithms: A Survey.''] 2013. | * A. McGregor. [http://people.cs.umass.edu/~mcgregor/papers/13-graphsurvey.pdf ''Graph Stream Algorithms: A Survey.''] 2013. | ||
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