IITKGP

Swanand Ravindra Khare

Ph.D., IIT Bombay

Associate Professor

Mathematics

+91-3222-282856

srkhare@maths.iitkgp.ac.in

NPTEL SWAYAM Course on Applied Linear Algebra in AI and ML from January 2024 to April 2024. Register at https://onlinecourses.nptel.ac.in/noc24_ma11/preview |

Research Areas

  • Applied Linear Algebra
Computaional Linear Algebra

Computational methods in Statistics

Predictive Maintenance 
 
  • Computation of an exact GCRD of several polynomial matrices: QR decomposition approach by Beniwal A., Saha T. , Khare S. R. Linear Algebra and its Applications 710 471-506 (2025)
  • An improved algorithm for basis pursuit problem and its applications by Saha T., Srivastava S., Khare S., StanimiroviÄ P.S., PetkoviÄ M.D. Applied Mathematics and Computation 355 385-398 (2019)
  • A wrapper feature selection approach using Markov blankets by Hassan A., Paik J. H., Khare S. R. Pattern Recognition - (2025)
  • Linearly structured quadratic model updating using partial incomplete eigendata by Saha T., Rakshit S., Khare S.R. Applied Mathematics and Computation 446 - (2023)
  • Linearly structured quadratic model updating using partial incomplete eigendata by Saha T., Rakshit S. , Khare S. R. Applied Mathematics and Computation 446 127-891 (2023)
  • Solution of the linearly structured partial polynomial inverse eigenvalue problem by Rakshit S., Khare S.R. Journal of Computational and Applied Mathematics 411 - (2022)
  • Computation of the nearest non-prime polynomial matrix: Structured low-rank approximation approach by Saha T., Khare S.R. Linear Algebra and Its Applications 616 84-124 (2021)
  • Dynamic Forward and Backward Sparse Training (DFBST): Accelerated Deep Learning through Completely Sparse Training Schedule by Pote T., Ganaie M. A., Hassan A. , Khare S. R. Asian Conference on Machine Learning 848-863 (2023)
  • Nearest linearly structured polynomial matrix with some prescribed distinct eigenvalues by Saha T., Rakshit S., Khare S.R. Linear and Multilinear Algebra - (2021)
  • Structured Low-Rank Approximation: Optimization on Matrix Manifold Approach by Saha T., Khare S. International Journal of Applied and Computational Mathematics 7 - (2021)

Principal Investigator

  • Polynomial Inverse Eigenvalue Problem and Applications Science and Engineering Research Board (SERB)
  • Polynomial Inverse Eigenvalue Problem and Applications Anusandhan National Research Foundation (ANRF)

Ph. D. Students

Anjali Beniwal

Area of Research: Applied Linear Algebra

Ashraf Haroon Rashid

Area of Research: Multilinear Tensor Algebra for Deep Learning and Medical Imaging

Atif Hassan

Area of Research: Machine learning and Deep learning with applications

Debkanta Mondal

Area of Research: Applied Linear Algebra

Piyush Sunil Dangare

Area of Research: Applied linear algebra, optimization and applications in finance

R Bharathram

Area of Research: Asset Failure Prediction, Predictive Maintenance