%% Papers Published
@article{fds152199,
Author = {A.D. Szlam and R.R. Coifman and M. Maggioni},
Title = {A general framework for adaptive regularization based on
diffusion processes},
Journal = {Journ. Mach. Learn. Res.},
Number = {9},
Pages = {1711-1739},
Year = {2008},
Month = {August},
Key = {fds152199}
}
@article{MM:DiffusionPolynomialFrames,
Author = {Mauro Maggioni and Hrushikesh Mhaskar},
Title = {Diffusion polynomial frames on metric measure
spaces},
Journal = {Appl. Comp. Harm. Anal.},
Volume = {3},
Pages = {329-353},
Year = {2008},
Month = {May},
Key = {MM:DiffusionPolynomialFrames}
}
@article{fds152198,
Author = {P.W. Jones and M. Maggioni and R. Schul},
Title = {Manifold parametrizations by eigenfunctions of the Laplacian
and heat kernels},
Journal = {Proc. Nat. Acad. Sci.},
Volume = {105},
Number = {6},
Year = {2008},
Key = {fds152198}
}
@article{fds152200,
Author = {S. Mahadevan and M. Maggioni},
Title = {Proto-value Functions: A Laplacian Framework for Learning
Representation and Control},
Journal = {Journ. Mach. Learn. Res.},
Number = {8},
Year = {2007},
Month = {September},
Key = {fds152200}
}
@article{DiffusionWaveletPackets,
Author = {James C Bremer and Ronald R Coifman and Mauro Maggioni and Arthur D Szlam},
Title = {Diffusion Wavelet Packets},
Journal = {Tech. Rep. YALE/DCS/TR-1304, Yale Univ. 2004, Appl. Comp.
Harm. Anal.},
Volume = {21},
Number = {1},
Pages = {95--112},
Year = {2006},
Key = {DiffusionWaveletPackets}
}
@article{CMDiffusionWavelets,
Author = {Ronald R Coifman and Mauro Maggioni},
Title = {Diffusion Wavelets},
Journal = {Appl. Comp. Harm. Anal.},
Volume = {21},
Number = {1},
Pages = {53--94},
Year = {2006},
Key = {CMDiffusionWavelets}
}
@inproceedings{CLMKSWZ:GeometrySensorOutputs,
Author = {Ronald R. Coifman and Stephane Lafon and Mauro Maggioni and Yosi Keller and Arthur D. Szlam and Frederick J. Warner and Steven W. Zucker},
Title = {Geometries of sensor outputs, inference, and information
processing},
Volume = {6232},
Pages = {623209},
Booktitle = {Proc. SPIE},
Editor = {Intelligent Integrated Microsystems and Ravindra A. Athale,
John C. Zolper;},
Year = {2006},
Key = {CLMKSWZ:GeometrySensorOutputs}
}
@inproceedings{smkfsomm:SimLearningReprControlContinuou,
Author = {Sridhar Mahadevan and Kimberly Ferguson and Sarah Osentoski and Mauro Maggioni},
Title = {Simultaneous Learning of Representation and Control In
Continuous Domains},
Journal = {Proc. AAAI 2006},
Booktitle = {submitted},
Year = {2006},
Key = {smkfsomm:SimLearningReprControlContinuou}
}
@conference{maggioni:60910I,
Author = {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},
Title = {Hyperspectral microscopic analysis of normal, benign and
carcinoma microarray tissue sections},
Journal = {Optical Biopsy VI},
Volume = {6091},
Number = {1},
Pages = {60910I},
Publisher = {SPIE},
Editor = {Robert R. Alfano and Alvin Katz},
Year = {2006},
url = {http://link.aip.org/link/?PSI/6091/60910I/1},
Key = {maggioni:60910I}
}
@article{ImageDenoisingViaGraphDiffusion,
Author = {Arthur D Szlam and Yoel Shkolnisky and James C Bremer and Mauro Maggioni},
Title = {Image Denoising Via Graph Diffusions},
Journal = {in preparation},
Year = {2006},
Key = {ImageDenoisingViaGraphDiffusion}
}
@article{smmm:jmrl1,
Author = {Sridhar Mahadevan and Mauro Maggioni},
Title = {Proto-value Functions: A Spectral Framework for Solving
Markov Decision Processes},
Journal = {submitted},
Year = {2006},
Key = {smmm:jmrl1}
}
@article{jms:UniformizationEigenfunctions,
Author = {Peter W Jones and Mauro Maggioni and Raanan
Schul},
Title = {Universal parametrizations via Eigenfunctions of the
{L}aplacian},
Year = {2006},
Key = {jms:UniformizationEigenfunctions}
}
@inproceedings{MMD:TensorCUR,
Author = {Michael W Mahoney and Mauro Maggioni and Petros
Drineas},
Title = {Tensor-CUR Decompositions For Tensor-Based
Data},
Journal = {to appear in SIAM Journal on Matrix Analysis and
Applications},
Booktitle = {Proc 12-th Annual SIGKDD},
Year = {2006},
Key = {MMD:TensorCUR}
}
@article{DiffusionPNAS2,
Author = {Ronald R Coifman and Stephane Lafon and Ann Lee and Mauro
Maggioni and Boaz Nadler and Frederick Warner and Steven
Zucker},
Title = {Geometric Diffusions as a tool for Harmonic Analysis and
structure definition of data. {P}art {II}: Multiscale
methods},
Journal = {Proc. of Nat. Acad. Sci.},
Number = {102},
Pages = {7432--7438},
Year = {2005},
Key = {DiffusionPNAS2}
}
@article{CMZK:CONB,
Author = {Ronald R Coifman and Mauro Maggioni and Steven W Zucker and Iannis G Kevrekidis},
Title = {Geometric diffusions for the analysis of data from sensor
networks},
Journal = {Curr Opin Neurobiol},
Volume = {15},
Number = {5},
Pages = {576--84},
Year = {2005},
Key = {CMZK:CONB}
}
@article{DiffusionPNAS,
Author = {Ronald R Coifman and Stephane Lafon and Ann Lee and Mauro
Maggioni and Boaz Nadler and Frederick Warner and Steven
Zucker},
Title = {Geometric Diffusions as a tool for Harmonic Analysis and
structure definition of data. {P}art {I}: Diffusion
maps},
Journal = {Proc. of Nat. Acad. Sci.},
Number = {102},
Pages = {7426--7431},
Year = {2005},
Key = {DiffusionPNAS}
}
@inproceedings{smmm:FastDirectMDP,
Author = {Mauro Maggioni and Sridhar Mahadevan},
Title = {Fast Direct Policy Evaluation using Multiscale Analysis of
Markov Diffusion Processes},
Booktitle = {University of Massachusetts, Department of Computer Science
Technical Report TR-2005-39; accepted at ICML
2006},
Year = {2005},
Key = {smmm:FastDirectMDP}
}
@conference{MSCB:MultiscaleManifoldMethods,
Author = {Arthur D. Szlam and Mauro Maggioni and Ronald R. Coifman and James C. Bremer Jr.},
Title = {Diffusion-driven multiscale analysis on manifolds and
graphs: top-down and bottom-up constructions},
Journal = {Wavelets XI},
Volume = {5914},
Number = {1},
Pages = {59141D},
Publisher = {SPIE},
Editor = {Manos Papadakis and Andrew F. Laine and Michael A.
Unser},
Year = {2005},
url = {http://link.aip.org/link/?PSI/5914/59141D/1},
Key = {MSCB:MultiscaleManifoldMethods}
}
@conference{MBCS:BiorthogonalDiffusionWavelets,
Author = {Mauro Maggioni and James C. BremerJr. and Ronald R. Coifman and Arthur D. Szlam},
Title = {Biorthogonal diffusion wavelets for multiscale
representations on manifolds and graphs},
Journal = {Wavelets XI},
Volume = {5914},
Number = {1},
Pages = {59141M},
Publisher = {SPIE},
Editor = {Manos Papadakis and Andrew F. Laine and Michael A.
Unser},
Year = {2005},
url = {http://link.aip.org/link/?PSI/5914/59141M/1},
Key = {MBCS:BiorthogonalDiffusionWavelets}
}
@inproceedings{smmm:ValueFunction,
Author = {Sridhar Mahadevan and Mauro Maggioni},
Title = {Value Function Approximation with Diffusion Wavelets and
Laplacian Eigenfunctions},
Booktitle = {University of Massachusetts, Department of Computer Science
Technical Report TR-2005-38; Proc. NIPS 2005},
Year = {2005},
Key = {smmm:ValueFunction}
}
@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},
Title = {{QEEG}-based classification with wavelet packets and
microstate features for triage applications in the
{ER}},
Year = {2005},
Key = {MM:EEG}
}
@article{MMIEEEPath,
Author = {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},
Title = {Algorithms from Signal and Data Processing Applied to
Hyperspectral Analysis: Application to Discriminating Normal
and Malignant Microarray Colon Tissue Sections},
Journal = {submitted},
Year = {2004},
Key = {MMIEEEPath}
}
@article{MM_WaveletFrames,
Author = {Mauro Maggioni},
Title = {Wavelet frames on groups and hypergroups via discretization
of {C}alder\'on formulas},
Journal = {Monats. Mat.},
Number = {143},
Pages = {299--331},
Year = {2004},
Key = {MM_WaveletFrames}
}
@article{AuditoryDisplay,
Author = {RJ Cassidy and J Berger and Mauro Maggioni and RR
Coifman},
Title = {Auditory display of hyperspectral colon tissue images using
vocal synthesis models},
Journal = {Proc. 2004 Intern. Con. Auditory Display},
Year = {2004},
Key = {AuditoryDisplay}
}
@article{ModPath:2004,
Author = {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},
Title = {Spectral Analysis of normal and Malignant Microarray Tissue
Sections using a novel micro-optoelectrialmechanical
system},
Journal = {Mod Pathol},
Volume = {17},
Number = {1:358A},
Year = {2004},
Key = {ModPath:2004}
}
@article{ModPath:2003,
Author = {Gustave L Davis and Mauro Maggioni and Ronald R Coifman and Richard Levinson and David Rimm},
Title = {Spatial-Spectral Analysis of Colon Carcinoma},
Journal = {Mod. Path.},
Year = {2004},
Key = {ModPath:2003}
}
@article{MRA_HRBF2004,
Author = {S. Ferrari and M. Maggioni and N. A. Borghese},
Title = {Multi-Scale Approximation with Hierarchical Radial Basis
Functions Networks,},
Journal = {IEEE Trans. on Neural Networks},
Volume = {15},
Number = {1},
Pages = {178--188},
Year = {2004},
Key = {MRA_HRBF2004}
}
@article{Box,
Author = {Nets Hawk Katz and Elliot Krop and Mauro
Maggioni},
Title = {On the box problem},
Journal = {Math. Research Letters},
Volume = {4},
Pages = {515-519},
Year = {2002},
Key = {Box}
}
@article{CCMW,
Author = {CK Chui and W Czaja and Mauro Maggioni and G
Weiss},
Title = {Characterization of Tight Wavelet Frames with Arbitrary
Matrix Dilations and Tightness Preserving
Oversampling},
Journal = {J Four Anal App},
Volume = {8},
Number = {2},
Pages = {173-200},
Year = {2002},
Key = {CCMW}
}
@article{CriticalExponent,
Author = {Mauro Maggioni},
Title = {Critical Exponent of Short Even Filters and Biorthogonal
Burt-Adelson Wavelets},
Journal = {Monats. Math.},
Volume = {131},
Number = {1},
Pages = {49-70},
Year = {2000},
Key = {CriticalExponent}
}
@article{MBand,
Author = {Mauro Maggioni},
Title = {M-Band {B}urt-{A}delson Wavelets},
Journal = {Appl. Comput. Harm. Anal.},
Volume = {3},
Pages = {286-311},
Year = {2000},
Key = {MBand}
}
%% Papers Accepted
@article{fds152202,
Author = {R R Coifman and I G Kevrekidis and S Lafon and M Maggioni and B.
Nadler},
Title = {Diffusion Maps, reduction coordinates and low dimensional
representation of stochastic systems},
Journal = {J.M.M.S.},
Year = {2008},
Key = {fds152202}
}
%% Papers Submitted
@article{fds139502,
Author = {P.W. Jones and M. Maggioni and R. Schul},
Title = {Universal local manifold parametrizations via heat kernels
and eigenfunctions of the Laplacian},
Year = {2007},
url = {http://arxiv.org/abs/0709.1975},
Key = {fds139502}
}
@inproceedings{MC:MultiscaleSpectralAnalysisDataSetsDif,
Author = {Mauro Maggioni and Ronald R Coifman},
Title = {Multiscale Spectral Analysis on Data Sets with Diffusion
Wavelets},
Booktitle = {submitted},
Year = {2006},
Key = {MC:MultiscaleSpectralAnalysisDataSetsDif}
}
@article{mmsm:jmrl2,
Author = {Mauro Maggioni and Sridhar Mahadevan},
Title = {Multiscale Diffusion Bases for Policy Iteration in Markov
Decision Processes},
Journal = {submitted},
Year = {2006},
Key = {mmsm:jmrl2}
}
@article{GoetzmannBeauty,
Author = {William Goetzmann and Peter W Jones and Mauro Maggioni and Johan Walden},
Title = {Beauty is in the eye of the beholder},
Journal = {submitted},
Year = {2004},
Key = {GoetzmannBeauty}
}
%% Preprints
@unpublished{CM:MultiscaleAnalysisOfDocumentCorpora,
Author = {Ronald Raphel Coifman and Mauro Maggioni},
Title = {Multiscale Analysis of Document Corpora},
Year = {2006},
Key = {CM:MultiscaleAnalysisOfDocumentCorpora}
}
@misc{PathNIH2004,
Author = {GL Davis and Mauro Maggioni and FJ Warner and FB Geshwind and AC Coppi and RA DeVerse and RR Coifman},
Title = {Hyper-spectral Analysis of normal and malignant colon tissue
microarray sections using a novel DMD system},
Year = {2004},
Key = {PathNIH2004}
}
@techreport{CMTech,
Author = {Ronald R Coifman and Mauro Maggioni},
Title = {Multiresolution Analysis associated to diffusion semigroups:
construction and fast algorithms},
Number = {YALE/DCS/TR-1289},
Organization = {Dept. Comp. Sci., Yale University},
Year = {2004},
Key = {CMTech}
}
%% Other
@article{fds139534,
Author = {E. Liberty and S. Zucker and Y. Keller and M. Maggioni and R.R. Coifman and F. Geshwind},
Title = {Methods for filtering data and filling in missing data using
nonlinear filtering},
Journal = {US Patent US2006/0214133 A1},
Year = {2007},
Month = {April},
Key = {fds139534}
}
@article{fds139532,
Author = {M. Maggioni and R Coifman and AC Coppi and GL Davis and RA DeVerse and WG
Fately, F. Geshwind and FJ Warner},
Title = {System and method for hyperspectral analysis},
Journal = {US Patent US2006/0074835 A1},
Year = {2006},
Month = {April},
Key = {fds139532}
}
@article{fds139531,
Author = {RR Coifman and A. Coppi and F. Geshwind and SS Lafon and AB Lee and M
Maggioni, FJ Warner and SW Zucker and WG Fately},
Title = {System and method for document analysis, processing and
information extraction},
Journal = {U.S. Patent US2006/0004753A1},
Year = {2006},
Month = {January},
Key = {fds139531}
}
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Mathematics Department