Journals (pre-prints)
M. R. Sheriff, F.F. Redel, and P. Mohajerin Esfahani
Fast algorithm for constrained linear inverse problems
Second version, Journal of Machine Learning Research (JMLR), arXiv:2212.01068, Software
M. R. Sheriff and P. Mohajerin Esfahan
Non-linear distributionally robust optimization problems
Second version, Mathematical Programming, arXiv:2306.03202
Journals (accepted)
M. R. Sheriff and Debasish Chatterjee
Novel min-max reformulations of linear inverse problems
Journal of Machine Learning Research (JMLR), 23(28):1-46, 2022, arxiv:2007.02448
M. R. Sheriff and Debasish Chatterjee
Optimal dictionary for least squares representation.
Journal of Machine Learning Research (JMLR), 18(107):1-28, 2017, arXiv:1603.02074
M. R. Sheriff and D. Chatterjee.
A complete characterization of optimal dictionaries for least squares representation.
Linear Algebra and its Applications, 601:219-264, 2020
M. Assif PK, M. R. Sheriff, and D. Chatterjee.
Measure of quality of finite-dimensional linear systems: A frame-theoretic view.
Systems and Control Letters, 2019, Vol. 151, 2021, arXiv:1902.04548
Conferences
M.R. Sheriff and D. Chatterjee.
On a frame theoretic measure of quality of LTI systems.
56th IEEE Conference on Decision and Control (CDC) 2017, Melbourne, Australia
M. R. Sheriff and M. Nagahara.
State-space realization of linear time-invariant systems with maximum measure of quality.
12th Asian Control Conference 2019, Kitakyushu, Japan, 2019