Towards context-aware learning for control: Balancing stability and model-learning error
Nitin Shyamkumar, Serkan Gugercin, Benjamin Peherstorfer
IEEE American Control Conference, 2022, 2022
Publications and Projects
Also listed at my Google Scholar profile
Steady State Analysis of BBR Using Network Calculus
Nitin Shyamkumar
Preprint, 2021
Solving control problems with physics informed machine learning for partial differential equations
Nitin Shyamkumar, Arasu Arun, Leo Wu
Preprint, 2020
Automated home cage training of mice in a hold-still center-out reach task
Tejapratap Bollu, Samuel C. Whitehead, Nikil Prasad, Jackson Walker, Nitin Shyamkumar, Raghav Subramaniam, Brian Kardon, Itai Cohen, and Jesse H. Goldberg
Journal of Neurophysiology, 2019
Sublinear estimation of a single element in sparse linear systems
Nitin Shyamkumar, Siddhartha Banerjee, Peter Lofgren
2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2016