Academic Positions
- Research Fellow (May 2025 - Aug 2025), Department of Statistics and Data Science, National University of Singapore
- Research Associate (Jan 2025 - Apr 2025), Department of Statistics and Data Science, National University of Singapore
Significant Publications
What elements of the opening set influence the outcome of a tennis match? An in-depth analysis of Wimbledon data
Volume - 37 Issue - 1
An integrated batting performance analytics model for women’s cricket using Principal Component Analysis and Gini score
Volume - 4
Has there been improvement in Indian Smart Cities towards Quality of Education through Smart Classrooms for Children especially Poor Children, like decline in dropout rate, etc. if any?
Research Areas
Gaussian Process, Skewed Gaussian Process, Spatial Statistics, House Price Dynamics, Spatio-Temporal Modelling, Scalable Bayesian methods, Sports Analytics.
Conferences, Seminars & Talks
- Analysing Real Estate Price Dynamics using Novel Spatio-Temporal Methods. DOMS Department Seminar, IISC Bangalore, India,May 2025.
- Spatial Modelling of Residential Real Estate Prices in Bengaluru. The Bayesian Young Statisticians Meeting (BAYSM) 2025 , Apr 2025 (Online)
- Spatial Modelling of Residential Real Estate Prices in Bengaluru, India. IISA 2024 Conference, Cochin University of Science and Technology, India, Dec 2024
- A Robust Multilevel Modeling Approach to Ranking Women’s Batting Performances in Cricket. MathSport Asia 2024, IIM Udaipur, India, Dec 2024
- Spatial Modelling of Residential Real Estate Prices in Bengaluru, India. India Management Research Conference 2024, IIM Ahmedabad, India, Dec 2024
- A divide-and-conquer approach for spatio-temporal analysis of large house price data from Greater London. India Management Research Conference 2024, IIM Ahmedabad, India, Dec 2024
- A divide-and-conquer approach for spatio-temporal analysis of large house price data from Greater London. Doctoral Colloquium on Management and Development, Institute of Rural Management Anand, Nov 2024
- A divide-and-conquer approach for spatio-temporal analysis of large house price data from Greater London. BNP Networking Workshop 2024, National University of Singapore, Aug 2024
- (Poster) A mixture model approach for addressing missingness in spatio-temporal data, BAYSM 2024, Ca’ Foscari University of Venice, Italy, Jun 2024
- (Poster) A mixture model approach for addressing missingness in spatio-temporal data, ISBA satellite workshop, Universit`a della Svizzera italiana, Lugano, Jun 2024
- A Novel Spatio-Temporal Statistical Model to Analyze Real Estate Market in Bengaluru, India, JOINT EVENT: 2023-ORSI & 2023-ICBAI, IISC Bangalore, India, Dec 2023
- A Novel Spatio-Temporal Statistical Model to Analyze Real Estate Market in Bengaluru, India, Annual International Research Conference (AIRC), IIM Lucknow, India, Dec 2023
- Efficient Divide-and-Conquer Approach for Spatio-Temporal Modeling of Real Estate DataIndo-German workshop on Data Mathematics and Scientific Computing , IIT Tirupati, India, Sep 2023
- Invited Talk : Efficient Divide-and-Conquer Approach for Spatio-Temporal Modeling of Real Estate Data, : 6th International Conference on Econometrics and Statistics, Tokyo, Japan, Aug 2023
- What elements of the opening set influence the outcome of a tennis match? An in-depth analysis of Wimbledon data, IMR Doctoral Conference, 2023, IIM Bangalore, India, Feb 2023
- Measuring Batting Performance in Women’s Cricket - An In-Depth Analysis of One-Day International Matches, Management Doctoral Colloquium Shodh Samagam, IIM Visakhapatnam, India, Dec 2021 (Online)
- Does the outcome of a tennis match hinge on the opening set? An in-depth analysis of the Wimbledon data, 8th MathSport International Conference, University of Reading, UK, Jun 2021 (Online)
Consultancy Projects
Analysing the improvement in quality of education through smart classrooms, Smart City Mission, Ministry of Housing & Urban Affairs, India : Worked as a Research Consultant in 2024.
Working Paper
- Gupta, K., Deb, S. (2024+) A divide-and-conquer approach for spatio-temporal analysis of large house price data from Greater London.
- Bag, S., Gupta, K., Deb, S. (2024+). A review and recommendations on variable selection methods in regression models for binary data.
- Gupta, K., Srivastava, S., Deb, S., Panchapagesan, V (2024+). CPRI-Office: A new commercial property rental index for Indian cities using spatio-temporal modelling techniques.
Awards
- Best Research Paper in Real Estate (Less Developed Countries) Award in Real Estate Track, India Management Research Conference, IIM Ahmedabad (IMRC 2024) Dec 2024
- Honorable Mention for Best Research Paper in Data Science & Artificial Intelligence Track, India Management Research Conference, IIM Ahmedabad (IMRC 2024) Dec 2024
- Special Prize Award : Advance Research Paper Track, DOCMAD, IRMA, Anand, India Nov 2024
- The Florintree Scholarship Award, Indian Institute of Management Bangalore (July 2024 - Jan 2025)
- Doctoral Student Research Paper Awards of 2024, Indian Institute of Management Bangalore
- ISBA Travel Award: BNP Networking Workshop 2024, Jul 2024- Awarded 800 USD travel support by the Bayesian Nonparametric Section of ISBA.
- First Best Paper Award : PhD Scholar Category, JOINT EVENT: 2023-ORSI & 2023-ICBAI, IISC Bangalore, India Dec 2023
- Director’s Merit List Award, Indian Institute of Management Bangalore Jun 2021 & 2022
- Employee of the Year - Entrepreneurship, Indxx, LLC Nov 2019
In News
- Smart cities boost: IIM-B study shows 22% rise in school enrolments, faster crime-solving, The Indian Express
- Whitefield, Outer Ring Road, and South Bengaluru drive office rental boom in IT capital, The Indian Express
- Office rentals rising steadily in top 10 Indian cities, Pune leads: Report, The Economic Times
