Shankar A. Deka

1. Dynamically Computing Adversarial Perturbations for Recurrent Neural Networks
   2020/09/07 by Shankar A. Deka, Deka, Shankar A., Dušan M. Stipanović +3 · 1 citation
   Computer Science · Engineering · Materials Science · #49N90 #68T07 #93B52 #93C10 #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #I.2.8 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Extensions of the Path-integral formula for computation of Koopman eigenfunctions
   2024/11/25 by Shankar A. Deka, Umesh Vaidya, Deka, Shankar A. +1 · 2 citations
   Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Electrical engineering #FOS: Mathematics #Model Reduction and Neural Networks #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Estimating unknown dynamics and cost as a bilinear system with Koopman-based Inverse Optimal Control
   2025/01/30 by Victor Nan Fernandez-Ayala, Fernandez-Ayala, Victor Nan, Shankar A. Deka +3 · 2 citations
   Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Control Systems and Identification #Advanced Control Systems Optimization