Papers

Here are some of the academic papers I have written on machine learning, high energy physics, and cosmology.

Machine Learning

Ni et al., Sampled Image Tagging and Retrieval Methods on User Generated Content, British Machine Vision Conference 2017. (Conference) (arXiv:1611.06962)

Gude, Measurement of the phistar distribution of Z bosons decaying to electron pairs with the CMS experiment at a center-of-mass energy of 8 TeV, Ph.D. Thesis for the University of Minnesota (UMN Library) (Video of Defense) (Readable summary)
CMS Collaboration, Search for heavy neutrinos and W bosons with right-handed couplings in proton–proton collisions at sqrt(s)=8 TeV, Eur. Phys. J. C (2014) 74: 3149. (Journal)
CMS Collaboration, Measurement of the Rapidity and Transverse Momentum Distributions of Z Bosons in pp Collisions at sqrt(s)=7 TeV, Phys. Rev. D 85, 032002 (2012). (Journal)

Gude, Spectral Study of Twenty-Three Type Ia Supernovae Using Principal Component Analysis 2008, UC Berkeley Honors Thesis. (PDF)
Suzuki et al., The Hubble Space Telescope Cluster Supernova Survey: V. Improving the Dark Energy Constraints Above z>1 and Building an Early-Type-Hosted Supernova Sample 2012, ApJ, 746, 85. (10.1088/0004-637X/746/1/85)
Dawson et al., An Intensive HST Survey for z>1 Supernovae by Targeting Galaxy Clusters 2009, AJ, 138, 1271. (arXiv:0908.3928)
Barbary et al., Discovery of an Unusual Optical Transient with the Hubble Space Telescope 2008, ApJ, 690, 1358. (arXiv:0809.1648)
Kuznetsova et al., A New Determination of the High-Redshift Type Ia Supernova Rates with the Hubble Space Telescope Advanced Camera for Surveys 2008, ApJ, 673, 981. (arXiv:0710.3120)