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MyPublications.bib
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@article{LiaoMaggioni,
title={Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data},
author={Liao, Wenjing and Maggioni, Mauro},
journal={arXiv preprint arXiv:1611.01179},
year={2016}
}
@article{MMS:NoisyDictionaryLearning,
author = {Maggioni, Mauro and Minsker, Stanislav and Strawn, Nate},
title = {Multiscale Dictionary Learning: Non-asymptotic Bounds and Robustness},
journal = {Journal of Machine Learning Research},
volume = {17},
number = {1},
month = jan,
year = {2016},
issn = {1532-4435},
pages = {43--93}
}
@article{10.1371/journal.pcbi.1003628,
author = {Altemose, Nicolas AND Miga, Karen H. AND Maggioni, Mauro AND Willard, Huntington F.},
journal = {PLoS Comput Biol},
publisher = {Public Library of Science},
title = {Genomic Characterization of Large Heterochromatic Gaps in the Human Genome Assembly},
year = {2014},
month = {05},
volume = {10},
url = {http://dx.doi.org/10.1371%2Fjournal.pcbi.1003628},
pages = {e1003628},
number = {5},
doi = {10.1371/journal.pcbi.1003628}
}
@article{CM:ATLAS,
Author={M. Crosskey and M. Maggioni},
Title = {ATLAS: A geometric approach to learning high-dimensional stochastic systems near manifolds},
Year = {2014},
Note = {submitted; arxiv: 1404.0667}
}
@article{GM:metricGMRA,
Author = {M. Maggioni},
Title = {Multiscale Dictionary Learning in Metric Spaces},
Year = {2014},
Note = {in preparation}
}
@misc{BGM:MMMs,
Author = {Eli Bingham, D. Giannakis, M. Maggioni},
Title = {Multiscale {M}arkov Models},
Year = {2014},
Note = {in preparation}
}
@misc{LMM:GMRAclassificationregression,
Author = {D. Lawlor and M. Maggioni and E. Monson},
Title = {Adaptive Multiscale Classification and Regression in High Dimensions},
Year = {2014},
Note = {in preparation}
}
@article{MM:Spars11talk,
Author = {M.Maggioni},
Title = {Multiscale Geometric Dictionaries for Point-Cloud Data, Presented at {SPARS} 11, http://www.math.duke.edu/~mauro/research.html{\#}Talks},
Year = {2011},
Month = {June},
Note = {Presented at {SPARS} 11},
url = {http://www.math.duke.edu/~mauro/research.html#Talks}
}
@inproceedings{MM_GeometricEstimationAsilomar,
Author = {Mauro Maggioni},
Booktitle = {IEEE Asilomar Conference on Signals, Systems and Computers},
Title = {Geometric Estimation of Probability Measures in High Dimensions},
Year = {2013}
}
@article{niyogi2008finding,
Author = {Niyogi, P. and Smale, S. and Weinberger, S.},
Date-Added = {2013-11-18 18:07:45 +0000},
Date-Modified = {2013-11-18 18:07:57 +0000},
Journal = {Discrete \& Computational Geometry},
Number = {1-3},
Pages = {419--441},
Publisher = {Springer},
Title = {Finding the homology of submanifolds with high confidence from random samples},
Volume = {39},
Year = {2008}}
@article{federer1959curvature,
Author = {Federer, H.},
Date-Added = {2013-11-18 17:37:23 +0000},
Date-Modified = {2013-11-18 17:37:47 +0000},
Journal = {Transactions of the American Mathematical Society},
Number = {3},
Pages = {418--491},
Publisher = {JSTOR},
Title = {Curvature measures},
Volume = {93},
Year = {1959}}
@techreport{AM:DataSketching,
Author = {W.K. Allard and M. Maggioni},
Note = {in preparation},
Title = {Data Structures for Multiscale Data Sketching},
Year = {2013}}
@techreport{CM:MultiscaleDynamicsI,
Author = {M.C. Crosskey and M. Maggioni},
Note = {in preparation},
Title = {Learning of intrinsically low-dimensional stochastic systems in high-dimensions, I},
Year = {2013}}
@inproceedings{6410789,
Author = {Guangliang Chen and Iwen, M. and Sang Chin and Maggioni, M.},
Booktitle = {Visual Communications and Image Processing (VCIP), 2012 IEEE},
Doi = {10.1109/VCIP.2012.6410789},
Keywords = {data compression;data structures;hyperspectral imaging;image coding;statistical distributions;anomaly detection;compressive measurements;data representations;data sets;fast multiscale framework;high-dimensional data;hyperspectral images;measure estimation;probability distribution;Approximation methods;Complexity theory;Dictionaries;Estimation;Hyperspectral imaging;Manifolds;Training data;Anomaly Detection;Compressive Sensing;Dictionary Learning;High Dimensional Data Sets;Hyper-spectral Imaging;Measure Estimation},
Pages = {1-6},
Title = {A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements},
Year = {2012},
Bdsk-Url-1 = {http://dx.doi.org/10.1109/VCIP.2012.6410789}}
@inproceedings{BM_GMReductionControlledSystems,
Author = {Jake Bouvrie and Mauro Maggioni},
Booktitle = {IEEE Conference on Decision and Control (CDC)},
Title = {Geometric Multiscale Reduction for Autonomous and Controlled Nonlinear Systems},
Year = {2012}}
@inproceedings{BM_EfficientMultiscaleMarkov,
Author = {Jake Bouvrie and Mauro Maggioni},
Booktitle = {Proc. 50th Annual Allerton Conference on Communication, Control, and Computing},
Title = {Efficient Solution of Markov Decision Problems with Multiscale Representations},
Year = {2012}}
@inproceedings{GM_MultiscaleDictionariesSPIE,
Author = {S. Gerber and M. Maggioni},
Booktitle = {Proc. SPIE conference Optics and Photonics},
Title = {Multiscale dictionaries, transforms, and learning in high-dimensions},
Year = {2013}}
@techreport{LMR:MGM1,
Address = {MIT, Cambridge, MA},
Author = {Anna V. Little and Mauro Maggioni and Lorenzo Rosasco},
Journal = {Appl. Comp. Harm. Anal.},
Institution = {MIT-CSAIL-TR-2012-029/CBCL-310},
Month = {September},
Title = {Multiscale Geometric Methods for Data Sets {I}: Multiscale {SVD}, Noise and Curvature},
Year = {2012}
}
@article{BM:MMDPs,
title={Multiscale Markov Decision Problems: Compression, Solution, and Transfer Learning},
author={Bouvrie, Jake and Maggioni, Mauro},
journal={arXiv preprint arXiv:1212.1143},
year={2012}
}
@article{IM:GMRA_CS,
Author = {Mark A. Iwen and Mauro Maggioni},
Journal = {Inference \& Information},
Note = {arXiv:1204.3337v1, 2012},
Number = 1,
Pages = {1--31},
Title = {Approximation of points on low-dimensional manifolds via random linear projections},
Volume = 2,
Year = {2013}}
@inproceedings{wrm:OnlineSocial,
Author = {W Willinger, R Rejaie, M Torkjazi, M Valafar, and M Maggioni},
Booktitle = {Proc. 2nd Workshop on Hot Topics in Measurement and Modeling of Computer Systems (HotMetrics'09)},
Title = {Research on Online Social Networks: Time to Face the Real Challenges},
Year = {2009}}
@inproceedings{CIMC:vcip2012,
Author = {G. Chen and M. Iwen and S. Chin and M. Maggioni},
Booktitle = {Visual Communications and Image Processing (VCIP), 2012 IEEE},
Doi = {10.1109/VCIP.2012.6410789},
Keywords = {data compression;data structures;hyperspectral imaging;image coding;statistical distributions;anomaly detection;compressive measurements;data representations;data sets;fast multiscale framework;high-dimensional data;hyperspectral images;measure estimation;probability distribution;Approximation methods;Complexity theory;Dictionaries;Estimation;Hyperspectral imaging;Manifolds;Training data;Anomaly Detection;Compressive Sensing;Dictionary Learning;High Dimensional Data Sets;Hyper-spectral Imaging;Measure Estimation},
Notes = {submitted Apr 2012},
Pages = {1-6},
Title = {A Fast Multiscale Framework for Data in High Dimensions: Measure Estimation, Anomaly Detection, and Compressive Measurements},
Year = {2012},
Bdsk-Url-1 = {http://dx.doi.org/10.1109/VCIP.2012.6410789}}
@article{CIM:geometricdensityestimation,
Author = {M. Maggioni},
Journal = {in preparation},
Title = {Geometric Measure Estimation},
Year = {2014}}
@conference{LM:sampta11,
Author = {J. Lee and M. Maggioni},
Booktitle = {Proc. {SampTA}},
Date-Added = {2011-07-18 22:56:22 -0400},
Date-Modified = {2011-07-18 22:58:39 -0400},
Title = {Multiscale Analysis of Time Series of Graphs},
Year = {2011}}
@article{ZRMC:PolymerReversal,
Author = {W. Zheng and M. A. Rohrdanz and M. Maggioni and C. Clementi},
Date-Added = {2011-07-18 20:54:06 -0400},
Date-Modified = {2011-07-18 20:56:54 -0400},
Journal = {J. Chem. Phys.},
Number = {134},
Pages = {144108},
Title = {Polymer reversal rate calculated via locally scaled diffusion map},
Year = {2011}}
@article{RZMC:ReactionCoordinatesLocalScaling,
Author = {M. A. Rohrdanz and W. Zheng and M. Maggioni and C. Clementi},
Journal = {J. Chem. Phys.},
Number = {134},
Pages = {124116},
Title = {Determination of reaction coordinates via locally scaled diffusion map},
Year = {2011}}
@article{MRA_HRBF2004,
Author = {S. Ferrari and M. Maggioni and N. A. Borghese},
Journal = {IEEE Trans. on Neural Networks},
Month = {jan},
Number = {1},
Pages = {178--188},
Title = {Multi-Scale Approximation with Hierarchical Radial Basis Functions Networks,},
Volume = {15},
Year = {2004}}
@article{AuditoryDisplay,
Author = {R.J. Cassidy and J. Berger and M. Maggioni and RR Coifman},
Journal = {Proc. 2004 Intern. Con. Auditory Display},
Title = {Auditory display of hyperspectral colon tissue images using vocal synthesis models},
Year = {2004}}
@article{CCMW,
Author = {C.K. Chui and W. Czaja and M. Maggioni and G. Weiss},
Journal = {J Four Anal App},
Number = {2},
Pages = {173-200},
Title = {Characterization of Tight Wavelet Frames with Arbitrary Matrix Dilations and Tightness Preserving Oversampling},
Volume = {8},
Year = {2002}}
@article{ModPath:2003,
Author = {G.L. Davis and M. Maggioni and R.R. Coifman and R. Levinson and D. Rimm},
Journal = {Mod. Path.},
Note = {In print},
Title = {Spatial-Spectral Analysis of Colon Carcinoma},
Year = {2004}}
@article{ModPath:2004,
Author = {G.L. Davis and M. Maggioni and F.J. Warner and F.B. Geshwind and A.C. Coppi and R.A. DeVerse and R.R. Coifman},
Journal = {Mod Pathol},
Number = {1:358A},
Optmonth = {Sep.},
Title = {Spectral Analysis of normal and Malignant Microarray Tissue Sections using a novel micro-optoelectrialmechanical system},
Volume = {17},
Year = {2004}}
@article{MMIEEEPath,
Author = {M. Maggioni and F.J. Warner and G.L. Davis and R.R. Coifman and F.B. Geshwind and A.C. Coppi and R.A. DeVerse},
Journal = {submitted},
Title = {Algorithms from Signal and Data Processing Applied to Hyperspectral Analysis: Application to Discriminating Normal and Malignant Microarray Colon Tissue Sections},
Year = {2004}}
@techreport{MMPathTechRep,
Address = {Dept. Comp. Sci.},
Author = {M. Maggioni and F.J. Warner and G.L. Davis and R.R. Coifman and F.B. Geshwind and A.C. Coppi and R.A. DeVerse},
Institution = {Yale University},
Month = {Feb},
Number = {1311},
Title = {Algorithms from Signal and Data Processing Applied to Hyperspectral Analysis: Application to Discriminating Normal and Malignant Microarray Colon Tissue Sections},
Year = {2004}}
@article{GoetzmannBeauty,
Author = {W. Goetzmann and P.W. Jones and M. Maggioni and J. Walden},
Journal = {submitted},
Month = {September},
Title = {Beauty is in the eye of the beholder},
Year = {2004}}
@article{Box,
Author = {N.H. Katz and E. Krop and M. Maggioni},
Journal = {Math. Research Letters},
Pages = {515-519},
Title = {On the box problem},
Volume = {4},
Year = {2002}}
@article{DiffusionPNAS,
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 = {7426-7431},
Title = {Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps},
Volume = {102},
Year = {2005},
Bdsk-Url-1 = {http://dx.doi.org/10.1073/pnas.0500334102}}
@article{DiffusionPNAS2,
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}}
@unpublished{CM:MultiscaleAnalysisOfDocumentCorpora,
Author = {R.R. Coifman and M. Maggioni},
Note = {in preparation},
Title = {Multiscale Analysis of Document Corpora},
Year = {2006}}
@techreport{CMTech,
Author = {R.R. Coifman and M. Maggioni},
Institution = {Dept. Comp. Sci., Yale University},
Month = {May},
Number = {YALE/DCS/TR-1289},
Title = {Multiresolution Analysis associated to diffusion semigroups: construction and fast algorithms},
Type = {Tech. Rep.},
Year = {2004}}
@article{CM:MsDataDiffWavelets,
Author = {R.R. Coifman and M. Maggioni},
Journal = {Proc. SIAM Bioinf. Workshop, Minneapolis},
Month = {April},
Title = {Multiscale Data Analysis with Diffusion Wavelets},
Year = {2007}}
@article{CMDiffusionWavelets,
Author = {R.R. Coifman and M. Maggioni},
Journal = {Appl. Comp. Harm. Anal.},
Month = {July},
Note = {(Tech. Rep. YALE/DCS/TR-1303, Yale Univ., Sep. 2004)},
Number = {1},
Pages = {53--94},
Title = {Diffusion Wavelets},
Volume = {21},
Year = {2006}}
@article{DiffusionWaveletPackets,
Author = {J.C. Bremer and R.R. Coifman and M. Maggioni and A.D. Szlam},
Journal = {Appl. Comp. Harm. Anal.},
Month = {July},
Note = {(Tech. Rep. YALE/DCS/TR-1304, 2004)},
Number = {1},
Pages = {95--112},
Title = {Diffusion Wavelet Packets},
Volume = {21},
Year = {2006}}
@misc{PathNIH2004,
Author = {G.L. Davis and M. Maggioni and F.J. Warner and F.B. Geshwind and A.C. Coppi and R.A. DeVerse and R.R. Coifman},
Howpublished = {Poster, Optical Imaging NIH workshop, to app. in proc.},
Month = {Sep},
Title = {Hyper-spectral Analysis of normal and malignant colon tissue microarray sections using a novel DMD system},
Year = {2004}}
@article{MBand,
Author = {M. Maggioni},
Journal = {Appl. Comput. Harm. Anal.},
Pages = {286-311},
Title = {M-Band {B}urt-{A}delson Wavelets},
Volume = {3},
Year = {2000}}
@article{CriticalExponent,
Author = {M. Maggioni},
Journal = {Monats. Math.},
Number = {1},
Pages = {49-70},
Title = {Critical Exponent of Short Even Filters and Biorthogonal Burt-Adelson Wavelets},
Volume = {131},
Year = {2000}}
@article{MM_WaveletFrames,
Author = {M. Maggioni},
Journal = {Monats. Mat.},
Number = {143},
Pages = {299--331},
Title = {Wavelet frames on groups and hypergroups via discretization of {C}alder\'on formulas},
Year = {2004}}
@article{CMZK:CONB,
Author = {R.R. Coifman and M. Maggioni and S.W. Zucker and I.G. Kevrekidis},
Journal = {Curr Opin Neurobiol},
Month = {October},
Number = {5},
Pages = {576--84},
Title = {Geometric diffusions for the analysis of data from sensor networks},
Volume = {15},
Year = {2005}}
@inproceedings{CLMKSWZ:GeometrySensorOutputs,
Author = {R.R. Coifman and S. Lafon and M. Maggioni and Y. Keller and A.D. Szlam and F.J. Warner and S.W. Zucker},
Booktitle = {Proc. SPIE},
Editor = {Intelligent Integrated Microsystems; Ravindra A. Athale, John C. Zolper; Eds.},
Month = {May},
Pages = {623209},
Title = {Geometries of sensor outputs, inference, and information processing},
Volume = {6232},
Year = {2006}}
@inproceedings{smmm:ValueFunction,
Author = {S. Mahadevan and M. Maggioni},
Booktitle = {University of Massachusetts, Department of Computer Science Technical Report TR-2005-38; Proc. NIPS 2005},
Title = {Value Function Approximation with Diffusion Wavelets and Laplacian Eigenfunctions},
Year = {2005}}
@inproceedings{smmm:FastDirectMDP,
Author = {M. Maggioni and S. Mahadevan},
Booktitle = {ICML 2006},
Pages = {601--608},
Title = {Fast Direct Policy Evaluation using Multiscale Analysis of Markov Diffusion Processes},
Year = {2006}}
@article{smmm:jmrl1,
Author = {S. Mahadevan and M. Maggioni},
Journal = {JMLR},
Pages = {2169--2231},
Title = {Proto-value Functions: A Spectral Framework for Solving Markov Decision Processes},
Volume = {8},
Year = {2007}}
@article{mmsm:jmrl2,
Author = {M. Maggioni and S. Mahadevan},
Journal = {submitted},
Note = {in preparation},
Title = {Multiscale Diffusion Bases for Policy Iteration in Markov Decision Processes},
Year = {2006}}
@inproceedings{MM:EEG,
Author = {E. Causevic and R.R. Coifman and R. Isenhart and A. Jacquin and E.R. John and M. Maggioni and L.S. Prichep and F.J. Warner},
Month = {May},
Note = {10.1109/ICASSP.2006.1660859},
Publisher = {ICASSP Proc.},
Title = {{QEEG}-based classification with wavelet packets and microstate features for triage applications in the {ER}},
Volume = {3},
Year = {2006}}
@conference{maggioni:60910I,
Author = {M. Maggioni and G.L. Davis and F.J. Warner and F.B. Geshwind and A.C. Coppi and R.A. DeVerse and R.R. Coifman},
Editor = {Robert R. Alfano and Alvin Katz},
Eid = {60910I},
Journal = {Optical Biopsy VI},
Location = {San Jose, CA, USA},
Number = {1},
Numpages = {9},
Pages = {60910I},
Publisher = {SPIE},
Title = {Hyperspectral microscopic analysis of normal, benign and carcinoma microarray tissue sections},
Volume = {6091},
Year = {2006}}
@conference{MBCS:BiorthogonalDiffusionWavelets,
Author = {M. Maggioni and J.C. Bremer Jr. and R.R. Coifman and A.D. Szlam},
Editor = {Manos Papadakis and Andrew F. Laine and Michael A. Unser},
Eid = {59141M},
Journal = {Wavelets XI},
Location = {San Diego, CA, USA},
Number = {1},
Numpages = {13},
Pages = {59141M},
Publisher = {SPIE},
Title = {Biorthogonal diffusion wavelets for multiscale representations on manifolds and graphs},
Url = {http://link.aip.org/link/?PSI/5914/59141M/1},
Volume = {5914},
Year = {2005},
Bdsk-Url-1 = {http://link.aip.org/link/?PSI/5914/59141M/1}}
@conference{MSCB:MultiscaleManifoldMethods,
Author = {A.D. Szlam and M. Maggioni and R.R. Coifman and J.C. Bremer Jr.},
Editor = {Manos Papadakis and Andrew F. Laine and Michael A. Unser},
Eid = {59141D},
Journal = {Wavelets XI},
Location = {San Diego, CA, USA},
Numpages = {11},
Pages = {59141D},
Publisher = {SPIE},
Title = {Diffusion-driven multiscale analysis on manifolds and graphs: top-down and bottom-up constructions},
Url = {http://link.aip.org/link/?PSI/5914/59141D/1},
Volume = {5914-1},
Year = {2005},
Bdsk-Url-1 = {http://link.aip.org/link/?PSI/5914/59141D/1}}
@inproceedings{MMD:TensorCUR,
Author = {M.W. Mahoney and M. Maggioni and P. Drineas,},
Booktitle = {Proc 12-th Annual SIGKDD},
Title = {Tensor-CUR Decompositions For Tensor-Based Data},
Year = {2006}}
@article{SMC:GeneralFrameworkAdaptiveRegularization,
Author = {A.D. Szlam and M. Maggioni and R.R. Coifman},
Journal = {Jour. Mach. Learn. Res.},
Month = {Aug},
Note = {(YALE/DCS/TR1365, Yale Univ, July 2006)},
Number = {9},
Pages = {1711--1739},
Title = {Regularization on Graphs with Function-adapted Diffusion Processes},
Year = {2008}}
@inproceedings{smkfsomm:SimLearningReprControlContinuous,
Author = {S. Mahadevan and K. Ferguson and S. Osentoski and M. Maggioni},
Booktitle = {AAAI},
Publisher = {AAAI Press},
Title = {Simultaneous Learning of Representation and Control In Continuous Domains},
Year = {2006}}
@article{jms:UniformizationEigenfunctions,
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{jms:UniformizationEigenfunctions2,
Author = {P.W. Jones and M. Maggioni and R. Schul},
Journal = {Ann. Acad. Scient. Fen.},
Month = {January},
Note = {http://arxiv.org/abs/0709.1975},
Pages = {1--44},
Title = {Universal local manifold parametrizations via heat kernels and eigenfunctions of the {Laplacian}},
Volume = {35},
Year = {2010}}
@article{MM:DiffusionPolynomialFrames,
Author = {M. Maggioni and H. Mhaskar},
Journal = {ACHA},
Month = {May},
Pages = {329--353},
Title = {Diffusion polynomial frames on metric measure spaces},
Volume = {3},
Year = {2008}}
@article{CKLMN:DiffusionMapsReductionCoordinates,
Author = {R.R. Coifman and I.G. Kevrekidis and S. Lafon and M. Maggioni and B. Nadler},
Journal = {SIAM J.M.M.S.},
Number = {2},
Pages = {842--864},
Title = {Diffusion Maps, reduction coordinates and low dimensional representation of stochastic systems},
Volume = {7},
Year = {2008}}
@article{Eric:MarkovModeling,
Author = {E.E. Monson and M. Maggioni and A.L. Lin},
Journal = {in preparation},
Title = {Markov Modeling of experimental, constrained geometry neuron network dynamics},
Year = {2007}}
@misc{CM:SiamNews,
Author = {R.R. Coifman and M. Maggioni},
Howpublished = {SIAM News},
Month = {November},
Title = {Geometry Analysis and Signal Processing on Digital Data, Emergent Structures, and Knowledge Building},
Year = {2008}}
@inproceedings{MM:MultiscaleDimensionalityEstimationAAAI,
Author = {A.V. Little and Y.-M. Jung and M. Maggioni},
Booktitle = {Proc. A.A.A.I.},
Title = {Multiscale Estimation of Intrinsic Dimensionality of Data Sets},
Year = {2009}}
@inproceedings{MM:MultiscaleDimensionalityEstimationSSP,
Author = {A.V. Little and J. Lee and Y.-M. Jung and M. Maggioni},
Booktitle = {Proc. S.S.P.},
Title = {Estimation of intrinsic dimensionality of samples from noisy low-dimensional manifolds in high dimensions with multiscale {$SVD$}},
Year = {2009}}
@article{GFMS:MultiscaleMolecularNetworks,
Author = {J. Guinney and P. Febbo and M. Maggioni and S. Mukherjee},
Journal = {Proc. JSM},
Title = {Multiscale factor models for molecular networks},
Year = {2010}}
@article{CM:MGM3,
Author = {G. Chen and M. Maggioni},
Journal = {in preparation},
Title = {Multiscale Geometric Methods for Data Sets {III}: multiple planes},
Year = {2010}}
@article{CM:MGM2,
title={Multi-scale geometric methods for data sets II: Geometric multi-resolution analysis},
author={Allard, William K and Chen, Guangliang and Maggioni, Mauro},
journal={Applied and Computational Harmonic Analysis},
volume={32},
number={3},
pages={435--462},
year={2012},
publisher={Elsevier}
}
@article{CM:geometricwaveletsciss,
Author = {G. Chen and M.Maggioni},
Journal = {Proc. CISS 2010},
Title = {Multiscale Geometric Wavelets for the Analysis of Point Clouds},
Year = {2010}}
@book{MM:WaveletsMultiscale2010,
Author = {G. Chen and A.V. Little and M. Maggioni and L. Rosasco},
Chapter = {Some recent advances in multiscale geometric analysis of point clouds},
Note = {submitted March 12th, 2010},
Publisher = {Springer Verlag},
Title = {Wavelets and Multiscale Analysis: Theory and Applications},
Year = {2011}}
@inproceedings{MM:Vast2010,
Author = {E.E. Monson and G. Chen and R. Brady and M. Maggioni},
Booktitle = {Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium},
Doi = {10.1109/VAST.2010.5653822},
Month = {Dec},
Pages = {243--244},
Title = {Data representation and exploration with Geometric Wavelets},
Year = {2010},
Bdsk-Url-1 = {http://dx.doi.org/10.1109/VAST.2010.5653822}}
@inproceedings{CM:SamptaGW,
Author = {G. Chen and M. Maggioni},
Booktitle = {Proc. {S}amp{TA}},
Title = {Multiscale Geometric Dictionaries for Point-Cloud Data},
Year = {2011}}
@inproceedings{CM:CVPR2011,
Author = {G. Chen and M. Maggioni},
Booktitle = {Proc. {CVPR}},
Title = {Multiscale Geometric and Spectral Analysis of Plane Arrangements},
Year = {2011}}
@ARTICLE{FFT2011,
author = {G. Chen and A.V. Little and M. Maggioni},
title = {Multi-Resolution Geometric Analysis for data in high dimensions},
journal={Proc. FFT 2011},
month={august},
Month = {august},
Title = {Multi-Resolution Geometric Analysis for data in high dimensions},
Year = {2011}}
}