Selected Publications


"Time Coupled Diffusion Maps", Matthew J. Hirn, Nicholas Marshall. Cornell University Library, 15 August 2016. arXiv:1608.03628.
"Wavelet Scattering Regression of Quantum Chemical Energies". Matthew J. Hirn, Stéphane Mallat, Nicolas Poilvert. Multiscale Modeling and Simulation, Volume 15, Number 2, Pages 827-863, 2 May 2017. arXiv:1605.04654.
"Computing Minimal Interpolants in C^{1,1}(R^d)". Matthew J. Hirn, Ariel Herbert-Voss, Frederick McCollum. Revista Mathematica Iberoamericana Vol. 33, Issue 1, 2017, pp. 29-66 arXiv:1411.5668.
"A General Theorem of Existence of Quasi Absolutely Minimal Lipschitz extensions". Matthew J. Hirn, Erwan Le Gruyer. Mathematische Annalen, volume 359, issue 3-4, pages 595-628, August 2014. arXiv:1211.5700.
"Diffusion Maps for Changing Data". Matthew J. Hirn, Ronald R. Coifman. Applied and Computational Harmonic Analysis, volume 36, issue 1, pages 79-107, January 2014. arXiv:1209.0245.
"Quantum Energy Regression using Scattering Transforms". Matthew J. Hirn, Nicolas Poilvert, Stéphane Mallat. 2015. arXiv:1502.02077.  Open
"Bi-stochastic kernels via asymmetric affinity functions". With Ronald R. Coifman. Applied and Computational Harmonic Analysis, volume 35, issue 1, pages 177-180, July 2013.  Open
"Sparse Endmember Extraction and Demixing". Matthew J. Hirn, Martin Ehler. In Proceedings of the IEEE 2012 International Geoscience and Remote Sensing Symposium, pages 1385-1388, Munich, Germany, July 22-27, 2012.  Open
"The Number of Harmonic Frames of Prime Order". Linear Algebra and Its Applications, volume 432, issue 5, pages 1105-1125, February 2010.  Open
"Wavelet Packets for Multi- and Hyper-spectral Imagery". Matthew J. Hirn, John J. Benedetto, Wojciech Czaja, Martin Ehler, Justin C. Flake. In Proceedings of IS&T/SPIE Electronic Imaging 2010, Wavelet Applications and Industrial Processing VII, volume 7535, San Jose, California, January 2010.  Open
"Frame Based Kernel Methods for Automatic Classification in Hyperspectral Data". With John J. Benedetto, Wojciech Czaja and Justin C. Flake. In Proceedings of the IEEE 2009 International Geoscience and Remote Sensing Symposium, volume 4, pages 697-700, Cape Town, South Africa, July 12-17, 2009.  Open

Selected Software