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Mathematics of Data Science
(MODS Lab)

Dr. Kapil Ahuja

Currently, I am working as an Associate Professor in Computer Science and Engineering and Dean of International Affairs at IIT Indore (India). Earlier, I completed my Postdoc from the Max Planck Institute in Magdeburg (Germany), and my Ph.D. from Virginia Tech (USA).

Research Interests:
I work in the field of Mathematics of Data Science. Specifically, I have interests as follows:
* CS: artificial intelligence, machine learning, and soft computing.
* Math: numerical methods, game theory, and optimization.
My Google Scholar profile can be accessed here.

Current Research Problems:
* One Class Classification for Online Learning and Anomaly Detection.
* Game Theoretic Approach to Social Cloud.
* Supervised and Unsupervised Learning for Systems Biology.
* Stability Analysis and Preconditioners applied to Model Reduction.
* Error Estimation in Modelling of Non-Newtonian Fluid Flow.

Research Collaborations (present and past):
USA: Georgia Tech, Sandia National Labs, Berkeley Lab, Virginia Tech, and Univ. of Illinois at Urbana Champaign.

Europe: LU Hannover, TU Dresden, TU Braunschweig, TU Berlin, Max Planck Institute (Magdeburg), IMT Atlantique, York University, and Lancaster University.

India: IIT Kanpur, IIM (Indian Institute of Management) Indore, and IISR (Indian Institute of Soybean Research), Indore.

Communication Address:
Dr. Kapil Ahuja
Indian Institute of Technology Indore (IIT Indore)
Khandwa Road, Simrol, Indore
Madhya Pradesh - 453552, INDIA
Email: kahuja [at] iiti [dot] ac [dot] in
Off. Tel: +91-731-2438-758

Latest News
SocProS 2020

Dr. Kapil Ahuja and Dr. Aruna Tiwari to organize the 10th Intl. Conf. on Soft Computing for Problem Solving at IIT Indore, Dec 2020.

Lagrange Heuristics Manuscript

Joint manuscript with TU Dresden (Germany) published on Cornell Univ. Preprints, Oct 2020.

BigData Paper Accepted for SocProS 2020

Paper on Apache Giraph implementation of an optimization problem accepted for Proc. of 10th Intl. Conf. on Soft Computing for Problem Solving, Oct 2020.

Ph.D. Open Seminar

Mr. Navneet P. Singh successfully presents his Ph.D. Open Seminar, Congratulations, Oct 2020.

Sampling and Clustering Manuscript

Joint manuscript with ICAR-IISR (India) and IMT Atlantique (France) published on Cornell Univ. Preprints, Sept 2020.

3rd All IITs IR Conclave

Dr. Kapil Ahuja hosts the 3rd All IITs International Relational Conclave, Sept 2020.

Preconditioning Journal Paper Accepted

Paper on reducing simulation time (of a 1.2 million problem) from 8 days to 3 days accepted in IEEE Access, July 2020.

M.S. Open Seminar

Mr. Siddharth Gupta successfully presents his M.S. Research Open Seminar, Congratulations, June 2019.

Deep-Learning Journal Paper Accepted

Paper on approximation for deep learning (jointly with TU Dresden) accepted in IEEE Access, June 2020.

Ph.D. Defense

Mr. Pramod C. Mane successfully defends his Ph.D. Dissertation, Congratulations, May 2019.

Postdoc at LU Hannover

Dr. Rajendra Choudhary to join LU Hannover as a Postdoctoral Fellow, Mar 2020.