Machine Learning

2017

[1]Xide Xia, Brian Kulis. “W-Net: A Deep Model for Fully Unsupervised Image Segmentation.” ArXiv tech report 1711.08506, November 2017. pdf

2016

[1]Xide Xia, Finale Doshi-Velez, Pavlos Protopapas. “Cost-Sensitive Batch Mode Active learning: Designing Astronomical Observation by Optimizing Telescope Time and Telescope Choice.” In In Proceedings of SIAM Data Mining Conference (SDM). 2016. pdf pdf w/notes github

Bioinformatics

2015

[1]AlQuraishi, Mohammed, Shengdong Tang, and Xide Xia. “An affinity-structure database of helix-turn-helix: DNA complexes with a universal coordinate system.” BMC bioinformatics 16.1 (2015): 1. pdfgithub Data