Matthew Hirn
TitleCited byYear
Diffusion maps for changing data
RR Coifman, MJ Hirn
Applied and Computational Harmonic Analysis 36 (1), 79-107, 2014
592014
Visualizing structure and transitions in high-dimensional biological data
KR Moon, D van Dijk, Z Wang, S Gigante, DB Burkhardt, WS Chen, K Yim, ...
Nature Biotechnology 37 (12), 1482-1492, 2019
46*2019
Wavelet Scattering Regression of Quantum Chemical Energies
M Hirn, S Mallat, N Poilvert
Multiscale Modeling Simulation 15 (2), 827–863, 2017
452017
A general theorem of existence of quasi absolutely minimal Lipschitz extensions
MJ Hirn, EY Le Gruyer
Mathematische Annalen 359, 595-628, 2014
302014
Solid harmonic wavelet scattering for predictions of molecule properties
M Eickenberg, G Exarchakis, M Hirn, S Mallat, L Thiry
The Journal of Chemical Physics 148 (24), 241732, 2018
262018
Quantum Energy Regression using Scattering Transforms
M Hirn, N Poilvert, S Mallat
arXiv preprint arXiv:1502.02077, 2015
252015
Solid harmonic wavelet scattering: Predicting quantum molecular energy from invariant descriptors of 3D electronic densities
M Eickenberg, G Exarchakis, M Hirn, S Mallat
Advances in Neural Information Processing Systems, 6540-6549, 2017
202017
Time Coupled Diffusion Maps
NF Marshall, MJ Hirn
Applied and Computational Harmonic Analysis 45 (3), 709-728, 2016
20*2016
Bi-stochastic kernels via asymmetric affinity functions
RR Coifman, MJ Hirn
Applied and Computational Harmonic Analysis 35 (1), 177-180, 2013
142013
Wavelet Packets for multi-and hyper-spectral imagery
JJ Benedetto, W Czaja, M Ehler, C Flake, M Hirn
IS&T/SPIE Electronic Imaging, 753508-753508-11, 2010
142010
Computing minimal interpolants in
A Herbert-Voss, MJ Hirn, F McCollum
Revista Matemática Iberoamericana 33 (1), 29-66, 2017
13*2017
The number of harmonic frames of prime order
M Hirn
Linear Algebra and its Applications 432 (5), 1105-1125, 2010
122010
Frame based kernel methods for automatic classification in hyperspectral data
JJ Benedetto, W Czaja, JC Flake, M Hirn
2009 IEEE International Geoscience and Remote Sensing Symposium 4, IV-697-IV-700, 2009
122009
Geometric Scattering for Graph Data Analysis
F Gao, G Wolf, M Hirn
International Conference on Machine Learning, 2019
8*2019
Enumeration of Harmonic Frames and Frame Based Dimension Reduction
MJ Hirn
University of Maryland, 2009
62009
Kymatio: Scattering Transforms in Python
M Andreux, T Angles, G Exarchakis, R Leonarduzzi, G Rochette, L Thiry, ...
arXiv preprint arXiv:1812.11214, 2018
52018
The refinability of step functions
M Hirn
Proceedings of the American Mathematical Society 136 (3), 899-908, 2008
42008
Geometric Scattering on Manifolds
M Perlmutter, G Wolf, M Hirn
arXiv preprint arXiv:1812.06968, 2018
32018
Sparse endmember extraction and demixing
M Ehler, M Hirn
2012 IEEE International Geoscience and Remote Sensing Symposium, 1385-1388, 2012
32012
Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds
M Perlmutter, F Gao, G Wolf, M Hirn
arXiv preprint arXiv:1905.10448, 2019
22019
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Articles 1–20