30 citations · 31 across the 4 of their papers we have counts for
5 papers
Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural Networks
Rakshith Sathish, Swanand Khare, Debdoot Sheet
Convolutional Neural Networks have played a significant role in various medical imaging tasks like classification and segmentation. They provide state-of-the-art performance compar…
PPFS: Predictive Permutation Feature Selection
Atif Hassan, Jiaul H. Paik, Swanand Khare +1
We propose Predictive Permutation Feature Selection (PPFS), a novel wrapper-based feature selection method based on the concept of Markov Blanket (MB). Unlike previous MB methods,…
Structured real radius of controllability for higher order LTI systems
Tanay Saha, Swanand Khare, Subashish Datta
In this paper, we consider the problem of computing the nearest uncontrollable (C-uncontrollable) system to a given higher order system. The distance to the nearest uncontrollable…
Solution of the Linearly Structured Partial Polynomial Inverse Eigenvalue Problem
Suman Rakshit, S. R. Khare
In this paper, linearly structured partial polynomial inverse eigenvalue problem is considered for the matrix polynomial of arbitrary degree . Given a set of eig…
Input design for Bayesian identification of non-linear state-space models
Aditya Tulsyan, Swanand R. Khare, Biao Huang +2
We propose an algorithm for designing optimal inputs for on-line Bayesian identification of stochastic non-linear state-space models. The proposed method relies on minimization of…