2015-survey-references.bib

@inproceedings{ABR:16,
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               Eric Blais and
               Ronitt Rubinfeld},
  title = {Learning and Testing Junta Distributions},
  booktitle = {Proceedings of COLT},
  series = {{JMLR} Workshop and Conference Proceedings},
  volume = {49},
  pages = {19--46},
  publisher = {JMLR.org},
  year = {2016}
}
@inproceedings{DK:16,
  author = {{Diakonikolas}, Ilias and {Kane}, Daniel~M.},
  title = {A New Approach for Testing Properties of Discrete Distributions},
  booktitle = {Proceedings of FOCS},
  publisher = {{IEEE} Computer Society},
  year = {2016}
}
@article{Gol:16,
  author = {Oded Goldreich},
  title = {The uniform distribution is complete with respect to testing identity
               to a fixed distribution},
  journal = {Electronic Colloquium on Computational Complexity (ECCC)},
  volume = {23},
  pages = {15},
  year = {2016}
}
@article{BBM:12,
  author = {Blais, Eric and
               Brody, Joshua and
               Matulef, Kevin},
  title = {Property Testing Lower Bounds via Communication Complexity},
  journal = {Computational Complexity},
  volume = {21},
  number = {2},
  pages = {311--358},
  year = {2012},
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  doi = {10.1007/s00037-012-0040-x}
}
@article{Goldreich:13,
  author = {Goldreich, Oded},
  title = {{On the Communication Complexity Methodology for Proving Lower Bounds
               on the Query Complexity of Property Testing}},
  journal = {Electronic Colloquium on Computational Complexity (ECCC)},
  volume = {20},
  pages = {73},
  year = {2013},
  ee = {http://eccc.hpi-web.de/report/2013/073}
}
@article{BCG:16,
  author = {Eric Blais and
               Cl{\'{e}}ment Louis Canonne and
               Tom Gur},
  title = {{Alice and Bob Show Distribution Testing Lower Bounds (They don't talk
               to each other anymore.)}},
  journal = {Electronic Colloquium on Computational Complexity (ECCC)},
  volume = {23},
  pages = {168},
  year = {2016}
}
@article{DGPP:16,
  author = {Ilias Diakonikolas and
               Themis Gouleakis and
               John Peebles and
               Eric Price},
  title = {{Collision-based Testers are Optimal for Uniformity and Closeness}},
  journal = {ArXiV},
  volume = {abs/1611.03579},
  year = {2016}
}
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}
@article{Walther:09,
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  publisher = {The Institute of Mathematical Statistics},
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}
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  publisher = {The Institute of Mathematical Statistics},
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  volume = {33},
  year = {2005}
}
@article{Rubinfeld:12:Taming,
  author = {Rubinfeld, Ronitt},
  title = {Taming {B}ig {P}robability {D}istributions},
  journal = {XRDS},
  issue_date = {Fall 2012},
  volume = {19},
  number = {1},
  month = sep,
  year = {2012},
  issn = {1528-4972},
  pages = {24--28},
  numpages = {5},
  url = {http://doi.acm.org/10.1145/2331042.2331052},
  doi = {10.1145/2331042.2331052},
  acmid = {2331052},
  publisher = {ACM},
  address = {New York, NY, USA}
}
@misc{Rubinfeld:12:Taming:fr:Canonne,
  title = {Dompter les {D}istributions de {P}robabilité {G}\'eantes},
  howpublished = {\url{http://www.cs.columbia.edu/~ccanonne/files/misc/tamingbigdistr-fr.pdf}},
  note = {French translation of~\cite{Rubinfeld:12:Taming}},
  author = {Canonne, Cl\'ement L.},
  year = 2013
}
@incollection{GV:11:survey,
  author = {Goldreich, Oded and
               Vadhan, Salil P.},
  editor = {Oded Goldreich},
  title = {On the Complexity of Computational Problems Regarding Distributions},
  booktitle = {Studies in Complexity and Cryptography. Miscellanea on the Interplay
               between Randomness and Computation},
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  pages = {390--405},
  publisher = {Springer},
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  url = {http://dx.doi.org/10.1007/978-3-642-22670-0_27}
}
@article{GGR:98,
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}
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  pages = {97--126},
  year = {2001}
}
@article{Survey:Ron:08,
  title = {{Property Testing:  A Learning Theory Perspective}},
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  volume = {1},
  number = {3},
  pages = {307-402},
  year = {2008},
  author = {Ron, Dana}
}
@article{Survey:Ron:10,
  title = {Algorithmic and Analysis Techniques in Property Testing},
  journal = {Foundations and Trends in Theoretical Computer Science},
  volume = 5,
  issue = 2,
  year = 2010,
  pages = {73--205},
  author = {Ron, Dana}
}
@book{Survey:Goldreich:10,
  title = {Property Testing: Current Research and Surveys},
  year = 2010,
  publisher = {Springer},
  editor = {Goldreich, Oded},
  note = {LNCS 6390}
}
@article{RS:96,
  author = {Rubinfeld, Ronitt and Sudan, Madhu},
  title = {Robust Characterization of Polynomials with Applications to
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  journal = {SIAM Journal on Computing},
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}
@article{BLR:93,
  author = {Blum, Manuel and Luby, Michael and Rubinfeld, Ronitt},
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}
@article{Scheffe:47,
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  journal = {The Annals of Mathematical Statistics},
  month = {09},
  number = {3},
  pages = {434--438},
  publisher = {The Institute of Mathematical Statistics},
  title = {A Useful Convergence Theorem for Probability Distributions},
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}
@article{Glynn:87,
  author = {Glynn, Peter W.},
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  acmid = {2309926},
  publisher = {Elsevier Science Publishers B. V.},
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}
@article{SV:03,
  author = {Sahai, Amit and Vadhan, Salil},
  title = {A Complete Problem for {S}tatistical {Z}ero {K}nowledge},
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  month = mar,
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  numpages = {54},
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  doi = {10.1145/636865.636868},
  acmid = {636868},
  publisher = {ACM},
  address = {New York, NY, USA}
}
@misc{Pollard:2003,
  author = {Pollard, David},
  title = {Asymptopia},
  howpublished = {\url{http://www.stat.yale.edu/~pollard/Books/Asymptopia}},
  note = {Manuscript},
  year = 2003
}
@misc{HarPeled:CS:Overflow:15,
  title = {Lower bound on estimating $\sum_{k=1}^n a_k$ for non-increasing $(a_k)_k$},
  author = {Sariel {Har-Peled}},
  howpublished = {Theoretical Computer Science Stack Exchange},
  note = {\url{http://cstheory.stackexchange.com/q/28024} (version: 2015-01-01)},
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  year = {2015},
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}
@phdthesis{BarYossef:02,
  author = {Bar-Yossef, Ziv},
  title = {The Complexity of Massive Data Set Computations},
  school = {UC Berkeley},
  year = {2002},
  note = {Adviser: Christos Papadimitriou. Available at~\url{http://webee.technion.ac.il/people/zivby/index_files/Page1489.html}.}
}
@phdthesis{Valiant:12,
  author = {Valiant, Gregory},
  title = {Algorithmic Approaches to Statistical Questions},
  school = {UC Berkeley},
  year = {2012},
  note = {Adviser: Christos Papadimitriou}
}
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  title = {The {K}antorovich Metric in Computer Science: A Brief Survey},
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}
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  publisher = {The Institute of Mathematical Statistics},
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                 between some familiar discrete distributions},
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}
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}
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@article{PRR:06,
  author = {Parnas, Michal and
               Ron, Dana and
               Rubinfeld, Ronitt},
  title = {Tolerant property testing and distance approximation},
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}
@misc{Rey:11,
  author = {Reyzin, Leo},
  title = {{Extractors and the leftover hash lemma}},
  note = {Lecture notes},
  howpublished = {\url{http://www.cs.bu.edu/~reyzin/teaching/s11cs937/notes-leo-1.pdf}},
  year = 2011,
  month = mar
}
@article{BaNNR:11,
  author = {Do Ba, Khanh and
               Nguyen,Huy L. and
               Nguyen, Huy N. and
               Rubinfeld, Ronitt},
  title = {Sublinear Time Algorithms for {E}arth {M}over's Distance},
  journal = {Theory of Computing Systems},
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  number = {2},
  year = {2011},
  pages = {428-442},
  ee = {http://dx.doi.org/10.1007/s00224-010-9265-8},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
@article{GRexp:00,
  author = {Goldreich, Oded and Ron, Dana},
  title = {On Testing Expansion in Bounded-Degree Graphs},
  journal = {Electronic Colloquium on Computational Complexity (ECCC)},
  year = {2000},
  pages = {20},
  volume = {7},
  ee = {http://eccc.hpi-web.de/report/2000/020}
}
@inproceedings{BFRSW:00,
  author = {Batu, Tu\u{g}kan and Fortnow, Lance and Rubinfeld, Ronitt
               and Smith, Warren D.  and White, Patrick},
  title = {Testing that distributions are close},
  booktitle = {Proceedings of FOCS},
  year = {2000},
  pages = {189--197}
}
@article{BFRSW:10,
  author = {Batu, Tu\u{g}kan and Fortnow, Lance and Rubinfeld, Ronitt
                 and Smith, Warren D.  and White, Patrick},
  title = {Testing Closeness of Discrete Distributions},
  year = {2013},
  journal = {Journal of the ACM},
  volume = {60},
  number = {1},
  pages = {4:1--4:25},
  month = feb,
  publisher = {ACM},
  address = {New York, NY, USA},
  note = {This is the journal version of~\cite{BFRSW:00}.}
}
@article{Paninski:08,
  author = {Paninski, Liam},
  title = {A Coincidence-Based Test for Uniformity Given Very Sparsely
               Sampled Discrete Data},
  journal = {IEEE Transactions on Information Theory},
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  number = {10},
  year = {2008},
  pages = {4750-4755},
  ee = {http://dx.doi.org/10.1109/TIT.2008.928987}
}
@inproceedings{BRY:14,
  author = {Berman, Piotr and Raskhodnikova, Sofya and Yaroslavtsev, Grigory},
  title = {${L}_p$-testing},
  booktitle = {Proceedings of STOC},
  year = {2014},
  isbn = {978-1-4503-2710-7},
  location = {New York, New York},
  pages = {164--173},
  numpages = {10},
  url = {http://doi.acm.org/10.1145/2591796.2591887},
  doi = {10.1145/2591796.2591887},
  acmid = {2591887},
  publisher = {ACM},
  address = {New York, NY, USA}
}
@article{RS:09,
  address = {New York, NY, USA},
  author = {Rubinfeld, Ronitt and Servedio, Rocco A.},
  journal = {Random Structures and Algorithms},
  month = jan,
  number = {1},
  pages = {24--44},
  publisher = {John Wiley \& Sons, Inc.},
  title = {Testing monotone high-dimensional distributions},
  volume = {34},
  year = {2009},
  doi = {10.1002/rsa.v34:1},
  issn = {1042-9832}
}
@inproceedings{CKOCS:15,
  author = {Caferov, Cafer and Kaya, Bari\c{s} and O'Donnell, Ryan and Say, A. C. Cem},
  title = {Optimal Bounds for Estimating Entropy with {PMF} Queries},
  booktitle = {{MFCS} {(2)}},
  series = {Lecture Notes in Computer Science},
  volume = {9235},
  pages = {187--198},
  publisher = {Springer},
  year = {2015}
}
@inproceedings{CR:14,
  author = {Canonne, Cl\'ement L. and Rubinfeld, Ronitt},
  title = {Testing Probability Distributions Underlying Aggregated Data},
  booktitle = {Proceedings of ICALP},
  year = {2014},
  pages = {283-295},
  ee = {http://dx.doi.org/10.1007/978-3-662-43948-7_24}
}
@article{BDKR:05,
  author = {Batu, Tu\u{g}kan and Dasgupta, Sanjoy and Kumar, Ravi and Rubinfeld, Ronitt},
  journal = {SIAM Journal on Computing},
  number = {1},
  pages = {132--150},
  publisher = {Society for Industrial and Applied Mathematics (SIAM)},
  title = {The complexity of approximating the entropy},
  volume = {35},
  year = {2005}
}
@inproceedings{GMV:06,
  author = {Guha, Sudipto and McGregor, Andrew and Venkatasubramanian, Suresh},
  title = {Streaming and Sublinear Approximation of Entropy and Information Distances},
  booktitle = {Proceedings of SODA},
  year = {2006},
  isbn = {0-89871-605-5},
  location = {Miami, Florida},
  pages = {733--742},
  numpages = {10},
  url = {http://dl.acm.org/citation.cfm?id=1109557.1109637},
  acmid = {1109637},
  publisher = {Society for Industrial and Applied Mathematics (SIAM)},
  address = {Philadelphia, PA, USA}
}
@inproceedings{CFGM:13,
  author = {Chakraborty, Sourav and Fischer, Eldar and Goldhirsh, Yonatan and Matsliah, Arie},
  title = {On the Power of Conditional Samples in Distribution Testing},
  booktitle = {Proceedings of ITCS},
  year = {2013},
  isbn = {978-1-4503-1859-4},
  location = {Berkeley, California, USA},
  pages = {561--580},
  numpages = {20},
  url = {http://doi.acm.org/10.1145/2422436.2422497},
  doi = {10.1145/2422436.2422497},
  acmid = {2422497},
  publisher = {ACM},
  address = {New York, NY, USA}
}
@article{CRS:12,
  author = {Canonne, Cl\'ement L. and Ron, Dana and Servedio, Rocco A.},
  journal = {SIAM Journal on Computing},
  publisher = {Society for Industrial and Applied Mathematics (SIAM)},
  title = {Testing probability distributions using conditional samples},
  volume = {44},
  number = {3},
  pages = {540-616},
  year = {2015},
  doi = {10.1137/130945508},
  note = {Also available on arXiv at \href{http://arxiv.org/abs/1211.2664}{abs/1211.2664}}
}
@article{ACK:14,
  author = {Acharya, Jayadev and Canonne, Cl\'ement L. and Kamath, Gautam},
  journal = {ArXiV},
  volume = {abs/1411.7346},
  title = {A Chasm Between Identity and Equivalence Testing with Conditional Queries},
  year = {2014},
  month = nov
}
@inproceedings{CRS:14,
  author = {Canonne, Cl\'ement L. and Ron, Dana and Servedio, Rocco A.},
  booktitle = {Proceedings of SODA},
  title = {Testing equivalence between distributions using conditional samples},
  year = {2014},
  note = {See also \cite{CRS:12} (full version)},
  isbn = {978-1-611973-38-9},
  location = {Portland, Oregon},
  pages = {1174--1192},
  numpages = {19},
  url = {http://dl.acm.org/citation.cfm?id=2634074.2634161},
  acmid = {2634161},
  publisher = {Society for Industrial and Applied Mathematics (SIAM)}
}
@inproceedings{FJOPS:15,
  author = {Falahatgar, Moein and
            Jafarpour, Ashkan and
            Orlitsky, Alon and 
            Pichapathi, Venkatadheeraj and
            Suresh, Ananda Theertha},
  title = {Faster Algorithms for Testing under Conditional Sampling},
  booktitle = {Proceedings of COLT},
  year = {2015},
  series = {{JMLR} Proceedings},
  pages = {607--636}
}
@inproceedings{CRRS:14,
  author = {Cl{\'{e}}ment L. Canonne},
  title = {{B}ig {D}ata on the Rise? {T}esting Monotonicity of Distributions},
  booktitle = {Proceedings of ICALP},
  series = {Lecture Notes in Computer Science},
  volume = {9134},
  pages = {294--305},
  publisher = {Springer},
  year = {2015},
  url = {http://dx.doi.org/10.1007/978-3-662-47672-7_24},
  doi = {10.1007/978-3-662-47672-7_24},
  note = {Also available on arXiv at \href{http://arxiv.org/abs/1501.06783}{abs/1501.06783}.}
}
@misc{CRS:13:Monotone,
  author = {Canonne, Cl\'ement L. and Ron, Dana and Servedio, Rocco A.},
  year = {2013},
  howpublished = {Private communication}
}
@article{LRR:13,
  author = {Levi, Reut and
               Ron, Dana and
               Rubinfeld, Ronitt},
  title = {Testing Properties of Collections of Distributions},
  journal = {Theory of Computing},
  volume = {9},
  pages = {295--347},
  year = {2013},
  url = {http://dx.doi.org/10.4086/toc.2013.v009a008},
  doi = {10.4086/toc.2013.v009a008}
}
@article{LRR:14,
  author = {Levi, Reut and
               Ron, Dana and
               Rubinfeld, Ronitt},
  title = {Testing Similar Means},
  journal = {SIAM Journal on Discrete Math},
  volume = {28},
  number = {4},
  pages = {1699--1724},
  year = {2014},
  url = {http://dx.doi.org/10.1137/120903737},
  doi = {10.1137/120903737}
}
@article{RRSS:09,
  author = {Raskhodnikova, Sofya and Ron, Dana and Shpilka, Amir and Smith, Adam},
  title = {Strong lower bounds for approximating distributions support size and the distinct elements problem},
  journal = {SIAM Journal on Computing},
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