Software and Code

Spectral Stitching

  • This is a community detection approach to the haplotype phasing in computational genomics. [Github repo][paper]

Truncated Wirtinger Flow

  • This is a linear-time nonconvex algorithm for solving random quadratic systems of equations. [webpage][paper]

Projected Power Method for Joint Alignment

  • This is a nonconvex algorithm for joint discrete alignment from pairwise differences. [code][paper]

Projected Power Method for Dual-Echo Dixon Imaging

  • This is a nonconvex algorithm for fast and robust water-fat separation in dual-echo Dixon imaging. [code][paper]

MatchLift

  • This is a convex relaxation approach for joint graph matching, implemented using alternating direction method of multipliers (ADMM). [code][paper]