
Papers Published
 M. Maggioni, S. Minsker, N. Strawn, Multiscale Dictionary and Manifold Learning: NonAsymptotic Bounds for the Geometric MultiResolution Analysis,
in Proc. iTWIST’14: international  Traveling Workshop on Interactions between Sparse models and Technology
(August, 2014)
 Nicolas Altemose, Karen H. Miga, Mauro Maggioni, Huntington F. Willard, Genomic Characterization of Large Heterochromatic Gaps in the Human Genome Assembly,
PLOS Computational Biology
(2014)
 M. Maggioni, Geometric Estimation of Probability Measures in HighDimensions,
Proc. IEEE Asilomar Conference
(November, 2013)
 M. Iwen, M. Maggioni, Approximation of Points on LowDimensional Manifolds Via Random Linear Projections,
Inference & Information, vol. 2
(February, 2013) [doi]
 A. Coppola, B. Wenner, R. Stevens, O. Ilkayeva, M. Maggioni, T. Slotkin, E. Levin, C. Newgard, Branchedchain amino acids alter neurobehavioral function in rats,
American Journal of Physiology  Endocrinology and Metabolism, vol. 304 no. 4
(February, 2013) [doi]
 S. Gerber, M. Maggioni, Multiscale dictionaries, transforms, and learning in highdimensions,
Proc. SPIE 8858, Wavelets and Sparsity XV
(2013) [doi]
 Kalyani Krishnamurthy, Alex Mrozack, Mauro Maggioni, and David Brady, Multiscale, dictionarybased speckle denoising,
in Proc. Computational Optical Sensing and Imaging
(2013), ISBN 9781557529756 [doi]
 G. Chen, A.V. Little, M. Maggioni, MultiResolution Geometric Analysis for Data in High Dimensions,
in Excursions in Harmonic Analysis, vol. 1
(2013), Birkhaüser Boston, ISBN 9780817683757 [doi]
 M. Maggioni, What is...data mining?,
A.M.S. Notices
(April, 2012) [pdf]
 J. Bouvrie, M. Maggioni, Efficient Solution of Markov Decision Problems with Multiscale Representations,
Proc. 50th Annual Allerton Conference on Communication, Control, and Computing
(2012)
 J. Bouvrie, M. Maggioni, Geometric Multiscale Reduction for Autonomous and Controlled Nonlinear Systems,
in Proc. IEEE Conference on Decision and Control (CDC)
(2012) [pdf]
 W.K. Allard, G. Chen, M. Maggioni, Multiscale Geometric Methods for Data Sets II: Geometric Wavelets,
Appl. Comp. Harm. Anal., vol. 32 no. 3
(2012)
 G. Chen, A.V. Little, M. Maggioni, L. Rosasco, Some recent advances in multiscale geometric analysis of point clouds,
in Wavelets and Multiscale Analysis: Theory and Applications
(March, 2011), Springer
 G. Chen, M. Maggioni, Multiscale Analysis of Plane Arrangements,
in Proc. C.V.P.R.
(2011)
 Mary A. Rohrdanz, Wenwei Zheng, Mauro Maggioni,Cecilia Clementi, Determination of reaction coordinates via locally scaled diffusion map,
JCP, vol. 134 no. 12
(2011),
pp. 124116
 G. Chen, M. Maggioni, Multiscale Geometric Dictionaries for pointcloud data,
Proc. SampTA 2011
(2011)
 Wenwei Zheng,Mary A. Rohrdanz,Mauro Maggioni, Cecilia Clementi, Polymer reversal rate calculated via locally scaled diffusion map,
JCP, vol. 134 no. 14
(2011),
pp. 144109
 Q. Wu, J. Guinney, M. Maggioni, S. Mukherjee, Learning gradients: predictive models that infer geometry and statistical dependence,
J.M.L.R., vol. 11
(August, 2010),
pp. 21752198 [abs]
 G. Chen, M. Maggioni, Multiscale Geometric Wavelets for the Analysis of Point Clouds,
Proc. CISS
(February, 2010)
 P.W. Jones, M. Maggioni, R. Schul, Universal local parametrizations via heat kernels and eigenfunctions of the Laplacian,
Ann. Acad. Scient. Fen., vol. 35
(January, 2010),
pp. 144 [1975] [abs]
 Justin Guinney, Phillip Febbo, Mauro Maggioni, Sayan Mukherjee, Multiscale factor models for molecular networks,
JSM Proc.
(2010),
pp. 48874901, American Statistical Association, Alexandria, VA
 Eric E Monson, Rachael Brady, Guangliang Chen, Mauro Maggioni, Exploration & Representation of Data with Geometric Wavelets,
Poster and short paper at Visweek 2010
(2010)
 J. Lee, M. Maggioni, Multiscale Analysis of Time Series of Graphs,
Proc. SampTA 2011
(2010)
 A.V. Little, M. Maggioni, L. Rosasco, Multiscale Geometric Methods for estimating intrinsic dimension,
Proc. SampTA 2011
(2010)
 W. Willinger, R. Rejaie, M. Torkjazi, M. Valafar, and M. Maggioni, Research on Online Social Networks: Time to Face the Real Challenges,
Proc. HotMetrics '09
(2009)
 A V Little, J Lee, YM Jung, M Maggioni, Estimation of intrinsic dimensionality of samples from noisy lowdimensional manifolds in high dimensions with multiscale SVD,
Proc. S.S.P. 2009
(2009)
 A V Little, J Lee, YM Jung, M Maggioni, Multiscale Estimation of Intrinsic Dimensionality of Data Sets,
Proc. A.A.A.I., 2009
(2009)
 A.D. Szlam, R.R. Coifman, M. Maggioni, A general framework for adaptive regularization based on diffusion processes,
Journ. Mach. Learn. Res. no. 9
(August, 2008),
pp. 17111739
 Mauro Maggioni and Hrushikesh Mhaskar, Diffusion polynomial frames on metric measure spaces,
Appl. Comp. Harm. Anal., vol. 3
(May, 2008),
pp. 329353
 P.W. Jones, M. Maggioni, R. Schul, Manifold parametrizations by eigenfunctions of the Laplacian and heat kernels,
Proc. Nat. Acad. Sci., vol. 105 no. 6
(2008)
 R R Coifman, I G Kevrekidis, S Lafon, M Maggioni, B. Nadler, Diffusion Maps, reduction coordinates and low dimensional representation of stochastic systems,
J.M.M.S., vol. 7
(2008),
pp. 842864
 S. Mahadevan, M. Maggioni, Protovalue Functions: A Laplacian Framework for Learning Representation and Control,
Journ. Mach. Learn. Res. no. 8
(September, 2007)
 James C Bremer and Ronald R Coifman and Mauro Maggioni and Arthur D Szlam, Diffusion Wavelet Packets,
Tech. Rep. YALE/DCS/TR1304, Yale Univ. 2004, Appl. Comp. Harm. Anal., vol. 21 no. 1
(2006),
pp. 95112
 Ronald R Coifman and Mauro Maggioni, Diffusion Wavelets,
Appl. Comp. Harm. Anal., vol. 21 no. 1
(2006),
pp. 5394
 Ronald R. Coifman and Stephane Lafon and Mauro Maggioni and Yosi Keller and Arthur D. Szlam and Frederick J. Warner and Steven W. Zucker, Geometries of sensor outputs, inference, and information processing,
in Proc. SPIE, edited by Intelligent Integrated Microsystems; Ravindra A. Athale, John C. Zolper; Eds., vol. 6232
(2006),
pp. 623209
 Sridhar Mahadevan and Kimberly Ferguson and Sarah Osentoski and Mauro Maggioni, Simultaneous Learning of Representation and Control In Continuous Domains,
in submitted,
Proc. AAAI 2006
(2006)
 Mauro Maggioni and Gustave L. Davis and Frederick J. Warner and Frank B. Geshwind and Andreas C. Coppi and Richard A. DeVerse and Ronald R. Coifman, Hyperspectral microscopic analysis of normal, benign and carcinoma microarray tissue sections, edited by Robert R. Alfano and Alvin Katz,
Optical Biopsy VI, vol. 6091 no. 1
(2006),
pp. 60910I, SPIE [1]
 Arthur D Szlam and Yoel Shkolnisky and James C Bremer and Mauro Maggioni, Image Denoising Via Graph Diffusions,
in preparation
(2006)
 Sridhar Mahadevan and Mauro Maggioni, Protovalue Functions: A Spectral Framework for Solving Markov Decision Processes,
submitted
(2006)
 Peter W Jones and Mauro Maggioni and Raanan Schul, Universal parametrizations via Eigenfunctions of the Laplacian
(2006)
 Michael W Mahoney and Mauro Maggioni and Petros Drineas,, TensorCUR Decompositions For TensorBased Data,
in Proc 12th Annual SIGKDD,
to appear in SIAM Journal on Matrix Analysis and Applications
(2006)
 Ronald R Coifman and Stephane Lafon and Ann Lee and Mauro Maggioni and Boaz Nadler and Frederick Warner and Steven Zucker, Geometric Diffusions as a tool for Harmonic Analysis and structure definition of data. Part II: Multiscale methods,
Proc. of Nat. Acad. Sci. no. 102
(2005),
pp. 74327438
 Ronald R Coifman and Mauro Maggioni and Steven W Zucker and Iannis G Kevrekidis, Geometric diffusions for the analysis of data from sensor networks,
Curr Opin Neurobiol, vol. 15 no. 5
(2005),
pp. 57684
 Ronald R Coifman and Stephane Lafon and Ann Lee and Mauro Maggioni and Boaz Nadler and Frederick Warner and Steven Zucker, Geometric Diffusions as a tool for Harmonic Analysis and structure definition of data. Part I: Diffusion maps,
Proc. of Nat. Acad. Sci. no. 102
(2005),
pp. 74267431
 Mauro Maggioni and Sridhar Mahadevan, Fast Direct Policy Evaluation using Multiscale Analysis of Markov Diffusion Processes,
in University of Massachusetts, Department of Computer Science Technical Report TR200539; accepted at ICML 2006
(2005)
 Arthur D. Szlam and Mauro Maggioni and Ronald R. Coifman and James C. Bremer Jr., Diffusiondriven multiscale analysis on manifolds and graphs: topdown and bottomup constructions, edited by Manos Papadakis and Andrew F. Laine and Michael A. Unser,
Wavelets XI, vol. 5914 no. 1
(2005),
pp. 59141D, SPIE [1]
 Mauro Maggioni and James C. BremerJr. and Ronald R. Coifman and Arthur D. Szlam, Biorthogonal diffusion wavelets for multiscale representations on manifolds and graphs, edited by Manos Papadakis and Andrew F. Laine and Michael A. Unser,
Wavelets XI, vol. 5914 no. 1
(2005),
pp. 59141M, SPIE [1]
 Sridhar Mahadevan and Mauro Maggioni, Value Function Approximation with Diffusion Wavelets and Laplacian Eigenfunctions,
in University of Massachusetts, Department of Computer Science Technical Report TR200538; Proc. NIPS 2005
(2005)
 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, QEEGbased classification with wavelet packets and microstate features for triage applications in the ER
(2005)
 Mauro Maggioni and Frederick J Warner and Gustave L Davis and Ronald R Coifman and Frank B Geshwind and Andreas C Coppi and Richard A DeVerse, Algorithms from Signal and Data Processing Applied to Hyperspectral Analysis: Application to Discriminating Normal and Malignant Microarray Colon Tissue Sections,
submitted
(2004)
 Mauro Maggioni, Wavelet frames on groups and hypergroups via discretization of Calder\'on formulas,
Monats. Mat. no. 143
(2004),
pp. 299331
 RJ Cassidy and J Berger and Mauro Maggioni and RR Coifman, Auditory display of hyperspectral colon tissue images using vocal synthesis models,
Proc. 2004 Intern. Con. Auditory Display
(2004)
 Gustave L Davis and Mauro Maggioni and Frederick J Warner and Frank B Geshwind and Andreas C Coppi and Richard A DeVerse and Ronald R Coifman, Spectral Analysis of normal and Malignant Microarray Tissue Sections using a novel microoptoelectrialmechanical system,
Mod Pathol, vol. 17 no. 1:358A
(2004)
 Gustave L Davis and Mauro Maggioni and Ronald R Coifman and Richard Levinson and David Rimm, SpatialSpectral Analysis of Colon Carcinoma,
Mod. Path.
(2004)
 S. Ferrari and M. Maggioni and N. A. Borghese, MultiScale Approximation with Hierarchical Radial Basis Functions Networks,,
IEEE Trans. on Neural Networks, vol. 15 no. 1
(2004),
pp. 178188
 Nets Hawk Katz and Elliot Krop and Mauro Maggioni, On the box problem,
Math. Research Letters, vol. 4
(2002),
pp. 515519
 CK Chui and W Czaja and Mauro Maggioni and G Weiss, Characterization of Tight Wavelet Frames with Arbitrary Matrix Dilations and Tightness Preserving Oversampling,
J Four Anal App, vol. 8 no. 2
(2002),
pp. 173200
 Mauro Maggioni, Critical Exponent of Short Even Filters and Biorthogonal BurtAdelson Wavelets,
Monats. Math., vol. 131 no. 1
(2000),
pp. 4970
 Mauro Maggioni, MBand BurtAdelson Wavelets,
Appl. Comput. Harm. Anal., vol. 3
(2000),
pp. 286311
Papers Accepted
 A.V. Little, M. Maggioni, L. Rosasco, Multiscale Geometric Methods for Data Sets I: Multiscale SVD, Noise and Curvature
(2012)
Papers Submitted
 M. Crosskey, M. Maggioni, ATLAS: A geometric approach to learning highdimensional stochastic systems near manifolds
(2014) [arXiv:1404.0667]
 J. Bouvrie, M. Maggioni, Multiscale Markov Decision Problems: Compression, Solution, and Transfer Learning
(2012) [1212.1143]
 Mauro Maggioni and Ronald R Coifman, Multiscale Spectral Analysis on Data Sets with Diffusion Wavelets,
in submitted
(2006)
 Mauro Maggioni and Sridhar Mahadevan, Multiscale Diffusion Bases for Policy Iteration in Markov Decision Processes,
submitted
(2006)
 William Goetzmann and Peter W Jones and Mauro Maggioni and Johan Walden, Beauty is in the eye of the beholder,
submitted
(2004)
Preprints
 Ronald Raphel Coifman and Mauro Maggioni, Multiscale Analysis of Document Corpora
(2006)
 GL Davis and Mauro Maggioni and FJ Warner and FB Geshwind and AC Coppi and RA DeVerse and RR Coifman, Hyperspectral Analysis of normal and malignant colon tissue microarray sections using a novel DMD system
(2004) (Poster, Optical Imaging NIH workshop, to app. in proc..)
 Ronald R Coifman and Mauro Maggioni, Multiresolution Analysis associated to diffusion semigroups: construction and fast algorithms no. YALE/DCS/TR1289
(2004)
Other
 E. Liberty, S. Zucker, Y. Keller, M. Maggioni, R.R. Coifman, F. Geshwind, Methods for filtering data and filling in missing data using nonlinear filtering,
US Patent US2006/0214133 A1
(April, 2007)
 M. Maggioni, R Coifman, AC Coppi, GL Davis, RA DeVerse, WG Fately, F. Geshwind, FJ Warner, System and method for hyperspectral analysis,
US Patent US2006/0074835 A1
(April, 2006)
 RR Coifman, A. Coppi, F. Geshwind, SS Lafon, AB Lee, M Maggioni, FJ Warner, SW Zucker, WG Fately, System and method for document analysis, processing and information extraction,
U.S. Patent US2006/0004753A1
(January, 2006)
