Publications

Journal Publications (including preprints)

1. M. R. Sheriff and D. Chatterjee
   Optimal dictionary for least squares representation.
   Journal of Machine Learning Research, Vol. 18, Paper No. 107, pp. 1-28, 2017.
   [arXiv preprint]




2. M. R. Sheriff and D. Chatterjee
   A complete characterization of optimal dictionaries for least squares representation.
   To appear in the journal of Linear Algebra and its Applications.
   [arXiv preprint]




3. M. R. Sheriff and D. Chatterjee
   On Convex Duality in Linear Inverse Problems.
   [arXiv preprint]




4. M. R. Sheriff and D. Chatterjee
   Dictionary Learning with almost sure error constraints.
   [arXiv preprint]

Conference Publications and Preprints

1. M. R. Sheriff and D. Chatterjee
   On a Frame-theoretic Measure Of Quality of LTI Systems.
   Presented at the 56th IEEE Conference on Decision and Control, Melbourne, Australia, 2017.

   [arXiv preprint]



2. M. R. Sheriff and D. Chatterjee
   State-space Realization of Linear Time-invariant Systems with Maximum Measure of Quality.
   Presented at the 12th IEEE Asian Control Conference, Japan, 2019.