More Like this

1. Snapshot Projection Optical Tomography

   https://doi.org/10.1103/PhysRevApplied.13.054048  

   Sung, Yongjin (May 2020, Physical Review Applied)
2. Projection Robust Wasserstein Barycenters

   Huang, Minhui; Ma, Shiqian; Lai, Lifeng (January 2021, International Conference on Machine Learning)
3. Projection Robust Wasserstein Barycenters

   Huang, Minhui; Ma, Shiqian; Lai, Lifeng (July 2021, International Conference on Machine Learning)

   null (Ed.)
4. Projection Robust Wasserstein Barycenters

   Minhui Huang, Shiqian Ma (January 2021, Proceedings of Machine Learning Research)
5. Alphabet Projection of Spectra

   https://doi.org/https://doi.org/10.1021/acs.jproteome.9b00216  

   Kreitzberg, Patrick; Bern, Marshall; Shu, Qingbo; Yang, Fuquan; Serang, Oliver (July 2019, Journal of proteome research)

   In the metabolomics, glycomics, and mass spectrometry of structured small molecules, the combinatoric nature of the problem renders a database impossibly large, and thus de novo analysis is necessary. De novo analysis requires an alphabet of mass difference values used to link peaks in fragmentation spectra when they are different by a mass in the alphabet divided by a charge. Often, this alphabet is not known, prohibiting de novo analysis. A method is proposed that, given fragmentation mass spectra, identifies an alphabet of m/z differences that can build large connected graphs from many intense peaks in each spectrum from a collection. We then introduce a novel approach to efficiently find recurring substructures in the de novo graph results. 

   more » « less