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DiffusionBib.bib
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@article{bigdata5,
author = {M. Ovsjanikov, Q. Merigot, F. Memoli and L. Guibas},
title = {One Point Isometric Matching with the Heat Kernel},
journal = {Proc. Eurographics Symposium on Geometry Processing (SGP)},
year={2010}
}
@article{bigdata10,
author = {Qixing Huang, Fan Wang, Leonidas Guibas},
title = {Functional map networks for analyzing and exploring large shape collections},
journal= {ACM Transactions on Graphics (TOG)},
volume = {33},
number = {4},
year = {2014}
}
@article{bigdata1,
author = {Pankaj K. Agarwal, Sariel Har-Peled, and Kasturi R. Varadarajan},
title = {Approximating extent measures of points},
journal = {J. ACM},
volume = {51},
number = {4},
pages = {606--635},
year = {2004}
}
@inproceedings{bigdata2,
author = {R. Sharathkumar and Pankaj K. Agarwal},
title = {A near-linear time $\epsilon$-approximation algorithm for geometric bipartite matching},
journal={STOC 2012},
pages={385--394},
notes={To appear in J. ACM.}
}
@inproceedings{bigdata3,
author = {Pankaj K. Agarwal, Alon Efrat, Swaminathan Sankararaman, and Wuzhou Zhang},
title = {Nearest-neighbor searching under uncertainty},
journal = {PODS},
year = {2012},
pages = {225--236}
}
@article{bigdata4,
author = {J. Pan and P. K. Agarwal},
title = {Constructing sparse dictionary for trajectory data sets},
notes = {submitted}
}
@article{bigdata6,
authors = {Maks Ovsjanikov, Mirela Ben-Chen, Justin Solomon, Adrian Butscher and Leonidas Guibas},
title = {Functional maps: a flexible representation of maps between shapes},
journal = {ACM Transactions on Graphics},
volume = {31},
number = {4},
year = {2012},
notes = {Siggraph 2012}
}
@article{bigdata7,
author = {Qixing Huang, Hao Su, and Leonidas Guibas},
title = {Fine-grained semi-supervised labeling of large shape collections},
journal = {ACM Transactions on Graphics},
year = {2013},
notes = { Siggraph 2013},
volume = {32},
number = {6}
}
@inproceedings{bigdata8,
author = {Qixing Huang and Leonidas Guibas},
title = {Consistent Shape maps via semidefinite programming},
booktitle = {Computer Graphics Forum},
volume = {32},
journal = {Proc. Eurographics Symposium on Geometry Processing (SGP)},
year = {2013}
}
@inproceedings{bigdata9,
author = {Y. Chen, L. Guibas, Q. Huang},
title = {Near-optimal joint object matching via convex relaxation},
journal = {Proc. International Conference on Machine Learning},
year = {2014}
}
@article{bigdata11,
Author = {M. Maggioni and S. Minsker and N. Strawn},
Title = {Dictionary Learning and Non-Asymptotic Bounds for the {G}eometric {M}ulti-{R}esolution {A}nalysis},
Journal = {J.M.L.R.},
notes = {accepted},
Year = {2014}
}
@article{bigdata12,
Annote = {http://arxiv.org/abs/1105.4924},
Author = {William K. Allard and Guangliang Chen and Mauro Maggioni},
Doi = {10.1016/j.acha.2011.08.001},
Issn = {1063-5203},
Journal = {Applied and Computational Harmonic Analysis},
Note = {(submitted:5/2011)},
Number = {3},
Pages = {435--462},
Title = {Multi-scale geometric methods for data sets {II}: Geometric Multi-Resolution Analysis},
Url = {http://www.sciencedirect.com/science/article/pii/S1063520311000868},
Volume = {32},
Year = {2012},
Bdsk-Url-1 = {http://www.sciencedirect.com/science/article/pii/S1063520311000868},
Bdsk-Url-2 = {http://dx.doi.org/10.1016/j.acha.2011.08.001}}
@article{bigdata13,
Author = {Coifman, R. R. and Lafon, S. and Lee, A. B. and Maggioni, M. and Nadler, B. and Warner, F. and Zucker, S. W.},
Doi = {10.1073/pnas.0500334102},
Journal = {PNAS},
Number = {21},
Pages = {7432--7438},
Title = {Geometric diffusions as a tool for harmonic analysis and structure definition of data: Multiscale methods},
Volume = {102},
Year = {2005},
Bdsk-Url-1 = {http://dx.doi.org/10.1073/pnas.0500334102}}
@article{bigdata14,
Author = {P.W. Jones and M. Maggioni and R. Schul},
Journal = {Proc. Nat. Acad. Sci.},
Month = {Feb.},
Number = {6},
Pages = {1803--1808},
Title = {Manifold parametrizations by eigenfunctions of the {L}aplacian and heat kernels},
Volume = {105},
Year = {2008}}
@article{bigdata15,
author = {S. Gerber, M. Maggioni},
title = {Multiscale optimal transport and fast algorithms},
journal = {in preparation},
year = {2014}
}
@article{bigdata16,
author = {E. J. Cand\`es, X. Li and M. Soltanolkotabi},
title = {Phase retrieval via Wirtinger flow: theory and algorithms},
journal = {in preparation},
year = {2014}
}
@article{bigdata17,
author = {Cand\`es, E. J., Strohmer, T., & Voroninski, V.},
title = {PhaseLift: Exact and stable signal recovery from magnitude measurements via convex programming},
journal = {Communications on Pure and Applied Mathematics},
volume = {66},
number = {8},
pages = {1241--1274},
year = {2013}
}
@article{bigdata18,
author = { E. J. Cand\`es and B. Recht},
title = {Simple bounds for low-complexity model reconstruction},
journal = {Mathematical Programming Series A},
volume = {141},
number = {1--2},
pages = {577--589},
year = {2011}
}
@article{bigdata19,
author = {E. J. Cand\`es, X. Li, Y. Ma, and J. Wright},
title = {Robust principal component analysis},
journal = {Journal of ACM},
volume = {58},
number = {1},
pages = {1--37},
year = {2009}
}
@article{bigdata20,
author = {E. J. Cand\`es and B. Recht},
title = {Exact matrix completion via convex optimization},
title = {Found. Comp. Math.},
number = {9},
pages = {717--772},
year = {2008}
}
@article{bigdata21,
author = {Cand\`es, E. J., Eldar, Y. C., Strohmer, T., & Voroninski V. },
title = {Phase retrieval via matrix completion},
journal = {SIAM Journal on Imaging Sciences},
volume = {6},
number = {1},
pages = {199--225},
year = 2013
}
@inproceedings{bigdata22,
author = {E. J. Cand\`es},
title = {Compressive sampling},
journal = {Proceedings of the Int. Congress of Mathematicians, Madrid, Spain},
year = {2006}
}
@inproceedings{bigdata23,
author = {Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei},
title = {Imagenet: A large-scale hierarchical image database},
journal = {Computer Vision and Pattern Recognition (CVPR)},
year = {2009}
}
@article{bigdata24,
author = {Joshua B. Tenenbaum, Vin de Silva, John C. Langford},
title = {A global geometric framework for nonlinear dimensionality reduction},
journal = {Science},
volume = {290},
pages = {2319--2323},
year = {2000}
}
@article{bigdata25,
author = {Gunnar Carlsson, Tigran Ishkhanov, Vin de Silva, Afra Zomorodian},
title = {On the local behavior of spaces of natural images},
journal = {International Journal of Computer Vision},
volume = {76},
number = {1},
pages = {1--12},
year = {2008}
}
@article{bigdata26,
author = {Vin de Silva, Dmitriy Morozov, Mikael Vejdemo-Johansson},
title = {Persistent cohomology and circular coordinates},
journal = {Discrete \& Computational Geometry},
volume = {45},
number = {4},
pages = {737--759},
year = {2011}
}
@InProceedings{Sifre_2013_CVPR,
author = {Sifre, Laurent and Mallat, Stephane},
title = {Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2013}
}
@article{Mallat:groupinvariantscattering,
title = {Group Invariant Scattering},
author={Mallat S.},
journal={Comm. Pure Appl. Math.},
volume={65},
number={10},
pages={1331-1398},
year={2012}
}
@inproceedings{Vikas:KernelMethodsMatchDeep,
title={Kernel Methods match Deep Neural Networks on TIMIT},
author={Po-Sen Huang, Haim Avron, Tara Sainath, Vikas Sindhwani, Bhuvana Ramabhadran},
Booktitle={IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
year={2014}
}
@article{Lowe:SIFT1,
author={Lowe, David G.},
year={1999},
title={Object recognition from local scale-invariant features},
journal={Proc. 7th International Conference on Computer Vision (ICCV'99) (Corfu, Greece)},
pages={1150--1157},
doi={10.1109/ICCV.1999.790410}
}
@article{Lowe:SIFT2,
author={Lowe, David G.},
year={2004},
title={Distinctive image features from scale-invariant key points},
journal={International Journal of Computer Vision},
number={60},
volume={2},
pages={91--110},
doi={10.1023/B:VISI.0000029664.99615.94}
}
@article{bruna:invariancescatterintconvolution,
title={Invariant Scattering Convolution Networks},
author={Joan Bruna, Stéphane Mallat},
journal={IEEE Trans. Soft. Eng.},
volume={35},
number={8},
pages={1872--1886}
}
@article{DBLP:journals/jstsp/XieHW13,
author = {Yao Xie and
Jiaji Huang and
Rebecca Willett},
title = {Change-Point Detection for High-Dimensional Time Series
With Missing Data},
journal = {J. Sel. Topics Signal Processing},
volume = {7},
number = {1},
year = {2013},
pages = {12-27},
ee = {http://dx.doi.org/10.1109/JSTSP.2012.2234082},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@Article{SchonemannProcrustes,
author={Peter Schnemann},
title={A generalized solution of the orthogonal procrustes problem},
journal={Psychometrika},
year=1966,
volume={31},
number={1},
pages={1-10},
month={March},
keywords={},
abstract={No abstract is available for this item.},
url={http://ideas.repec.org/a/spr/psycho/v31y1966i1p1-10.html}
}
@book{Torgerson_mds,
author={Torgerson, Warren S.},
year = 1958,
title = {Theory \& Methods of Scaling},
published= {New York: Wiley}
}
@book{Villani_2003, place={Providence, RI}, series={Graduate Studies in Mathematics}, title={Topics in optimal transportation}, volume={58}, ISBN={0-8218-3312-X}, url={http://www.ams.org/mathscinet-getitem?mr=1964483}, publisher={American Mathematical Society}, author={Villani, Cdric}, year={2003}, collection={Graduate Studies in Mathematics}}
@book{Villani_2009, place={Berlin}, series={Grundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences]}, title={Optimal transport}, volume={338}, ISBN={978-3-540-71049-3}, url={http://www.ams.org/mathscinet-getitem?mr=2459454}, note={Old and new}, publisher={Springer-Verlag}, author={Villani, Cdric}, year={2009}, collection={Grundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences]}}
@article{Chi:Petrels,
author={Y. Chi, Y. Eldar, and R. Calderbank},
title={PETReLS: Subspace Estimation and Tracking from Partial Observations},
year={2012},
journal={Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP)}
}
@book{Muthu:DataStreams,
author = {S. Muthu Muthukrishnan},
title = {Data Streams: Algorithms and Applications},
publisher = {Foundations \& Trends in Theoretical Computer Science},
year = {2005}
}
@article{Alon:SpaceComplexityApproximatingFrequencyMoments,
author={Alon, Noga and Matias, Yossi and Szegedy, Mario},
year={1999},
title={The space complexity of approximating the frequency moments},
journal={Journal of Computer and System Sciences},
volume={58},
number={1},
pages={137--147}
}
@article{Babcock:ModelsDataStreamSystems,
author={Babcock, Brian and Babu, Shivnath and Datar, Mayur and Motwani, Rajeev; Widom, Jennifer},
year={2002},
title={Models and issues in data stream systems},
journal={Proceedings of the 21st ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems (PODS 2002)},
pages={1--16}
}
@article{Gilbert:SurfingWaveletStreams,
author={Gilbert, A. C. and Kotidis, Y. and Muthukrishnan, S. and Strauss, M. J.},
year={2001},
title={Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries},
journal={Proceedings of the International Conference on Very Large Data Bases},
pages={79--88}
}
@article{Kane:OptimalDistinctElementsProblem,
author={Kane, Daniel M. and Nelson, Jelani and Woodruff, David P.},
year={2010},
title={An optimal algorithm for the distinct elements problem},
journal={PODS '10},
pages={41--52}
}
@article{Halko:FastRandomizedAlgorithmsMatrixDecompositions,
author={N. Halko, P.G. Martinsson, J. Tropp},
title={Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions},
journal={SIAM Review},
volume={53},
number={2},
year={2011},
pages={217--288}
}
@article{SegalIwen:FFFT,
author={I.B. Segal and M.A. Iwen},
title={Improved Sparse Fourier Approximation Results: Faster Implementations and Stronger Guarantees},
year={2012},
note={submitted}
}
@thesis{AVL:Thesis,
author = {Anna V Little},
title = {{Estimating the Intrinsic Dimension of High-Dimensional Data Sets: A Multiscale, Geometric Approach}},
school = {Duke University},
address = {Durham, N.C.},
year = {2011},
month = {April}
}
@book{Ambrosio:OptimalTransportation,
Address = {},
Author = {L. Ambrosio, editor},
Publisher = {Edizioni della Normale},
Title = {Optimal Transportation, Geometry and Functional Inequalities},
Year = {2010}}
@unpublished{Donoho:CurseAndBlessingDimensionality,
Author = {D.Donoho},
Title = {High-Dimensional Data Analysis: The Curses and Blessings of Dimensionality},
Url = {http://www-stat.stanford.edu/~donoho/Lectures/AMS2000/AMS2000.html},
Year = {2000},
Note = {AMS ``Math Challenges of the 21st century''}
}
@misc{Science:DealingWithData,
citeulike-article-id = {10014757},
citeulike-linkout-0 = {http://www.sciencemag.org/content/331/6018},
day = {11},
journal = {Science: Special Issue; Dealing with data},
keywords = {benefit, connotea, data, data-management, management, sharing},
month = feb,
number = {6018},
pages = {639--806},
posted-at = {2011-11-11 07:31:57},
priority = {3},
title = {Science: Special Issue: Dealing with data},
url = {http://www.sciencemag.org/content/331/6018},
volume = {331},
year = {2011}
}
@journal{Tukey:FutureDataAnalysis,
Title = {The future of data analysis},
Author = {J.W. Tukey},
year = {1962},
journal = {Ann. Stat.},
Volume = {33},
pages = {1--67}
}
@unpublished{Barvinok:ConcentrationOfMeasure,
Author = {A. Barvinok},
Date-Added = {2011-08-12 13:27:21 +0000},
Date-Modified = {2011-08-12 13:27:21 +0000},
Title = {Measure Concentration},
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