no code implementations • 30 Mar 2024 • Jaydip Sen, Joceli Mayer, Subhasis Dasgupta, Subrata Nandi, Srinivasan Krishnaswamy, Pinaki Mitra, Mahendra Pratap Singh, Naga Prasanthi Kundeti, Chandra Sekhara Rao MVP, Sudha Sree Chekuri, Seshu Babu Pallapothu, Preethi Nanjundan, Jossy P. George, Abdelhadi El Allahi, Ilham Morino, Salma AIT Oussous, Siham Beloualid, Ahmed Tamtaoui, Abderrahim Bajit
In the era of generative artificial intelligence and the Internet of Things, while there is explosive growth in the volume of data and the associated need for processing, analysis, and storage, several new challenges are faced in identifying spurious and fake information and protecting the privacy of sensitive data.
no code implementations • 2 Sep 2023 • Kasturi Das, Srinivasan Krishnaswamy, Somanath Majhi
Based on the functional derivatives, first-order necessary conditions for optimality of the error norm are derived, and a projection-based iterative scheme for model reduction is proposed.
no code implementations • 3 Jan 2022 • Kasturi Das, Srinivasan Krishnaswamy, Somanath Majhi
For a time-limited version of the H$_2$ norm defined over a fixed time interval, we obtain a closed form expression of the gradients.
no code implementations • 8 Oct 2021 • Kasturi Das, Srinivasan Krishnaswamy, Somanath Majhi
The LT-IRKA yields a near optimal $H_2(\tau)$ reduced order system.
