Research

Statistics and genomics

  • E. Katsevich, C. Sabatti, M. Bogomolov. Controlling FDR while highlighting distinct discoveries, 2018+. (paper)

  • E. Katsevich, A. Ramdas. Towards “simultaneous selective inference”: post-hoc bounds on the false discovery proportion. In revision, Annals of Statistics, 2018+. (paper)

  • E. Katsevich, C. Sabatti. Multilayer Knockoff Filter: Controlled variable selection at multiple resolutions. To appear, Annals of Applied Statistics, 2018. (paper, code)

Imaging

  • J. Anden, E. Katsevich, A. Singer. Covariance estimation using conjugate gradient for 3D classification in cryo-EM. Proc IEEE Int Symp Biomed Imaging, 2015. (paper)

  • E. Katsevich, A. Katsevich, A. Singer. Covariance matrix estimation for the cryo-EM heterogeneity problem. SIAM Journal on Imaging Sciences, 2015. (paper)

  • B. Shi, E. Katsevich, B. Chiang, A. Katsevich, A. Zamyatin. Image registration for motion estimation in cardiac CT. Proc SPIE Medical Imaging, 2014. (paper)

  • E. Katsevich, A. Katsevich, G. Wang. Stability of the interior problem for polynomial region of interest. Inverse Problems, 2012. (paper)