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Staff Profile

Dr Tathagata Basu

Research Associate Bayesian Statistics

Background

Tathagata is a methodological statistician. His primary research is related to statistical modelling, robust Bayesian analysis, regression modelling, choice models, and random utility models. He is also interested in asymptotic analysis for set valued inference.

Research
  1. Regression Analysis
  2. Statistical Regularisation
  3. Classification Problems
  4. Robust Bayesian Analysis
  5. Choice Modelling
  6. Random Utility Models
  7. Asymptotic Analysis
Publications

  • Articles

    • Basu T, Troffaes MCM. . International Journal of Approximate Reasoning 2025, 177, 109330.
    • Basu T, Troffaes MCM, Einbeck J. . Sankhya A 2023, 85, 1014-1057.

  • Book Chapters

    • Basu, T, Einbeck, J, Troffaes, MCM. Uncertainty Quantification in Lasso-Type Regularization Problems. In: Optimization Under Uncertainty with Applications to Aerospace Engineering. 2020.
    • Krpelik, D, Basu, T. Introduction to Imprecise Probabilities. In: Optimization Under Uncertainty with Applications to Aerospace Engineering. 2020.

  • Conference Proceedings (inc. Abstracts)

    • Filippi G, Patelli E, Basu T, Personage B, Maddock C, Fossati M, Roper M, Vasile M. . In: 34th European Safety and Reliability Conference (ESREL 2024). 2024, Jagiellonian University, Cracow, Poland.
    • Fillipi G, Basu T, Patelli E, Vasile M, Fossati M. . In: 34th European Safety and Reliability Conference (ESREL 2024). 2024, Jagiellonian University, Cracow, Poland.
    • Filippi G, Basu T, Patelli E, Vasile M, Fossati M. . In: 10th International Workshop on Reliable Engineering Computing (REC 2024). 2024, Beijing, China.
    • Basu T. . In: Developments in Statistical Modelling: 38th International Workshop on Statistical Modelling (IWSM 2024). 2024, Durham, UK: Springer.
    • Basu T, Filippi G, Patelli E, Vasile M, Fossati M. . In: International Symposium on Reliability Engineering and Risk Management (ISRERM 2024). 2024, Hefei, China.
    • Basu T, Filippi G, Patelli E, Fossati M, Vasile M. . In: European Safety and Reliability Conference (ESREL 2023). 2023, University of Southampton, UK.
    • Basu T, Troffaes MCM, Einbeck J. . In: 17th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2023). 2023, Arras, France: Springer.
    • Basu T, Destercke S, Quost B. . In: Building Bridges between Soft and Statistical Methodologies for Data Science: 10th International Conference on Soft Methods in Probability and Statistics (SMPS 2022). 2022, Valladolid, Spain: Springer.
    • Basu T, Destercke S, Quost B. . In: 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2022). 2022, Milan, Italy: Springer.
    • Basu, T, Troffaes, MCM, Einbeck, J. Binary Credal Classification Under Sparsity Constraints. In: Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2020). 2020.
    • Basu, T, Troffaes, MCM, Einbeck, J. Bayesian Adaptive Selection Under Prior Ignorance. 2020.
    • Basu T, Einbeck J, Troffaes MCM. . In: International Workshop on Statistical Modelling (IWSM 2020). 2020.
    • Troffaes, MCM, Basu, T. A Cantelli-Type Inequality for Constructing Non-Parametric P-Boxes Based on Exchangeability. In: International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA 2019). 2019.