diff --git a/index.md b/index.md new file mode 100644 index 0000000..4410223 --- /dev/null +++ b/index.md @@ -0,0 +1,50 @@ +--- +layout: default +title: Home +--- + +# Zeyu Ding + +## About Me + +Ph.D. candidate in Statistics at TU Dortmund, working under the supervision of Prof. Dr. Katja Ickstadt and Dr. Alexander Munteanu. Currently working as a Scientific Researcher at Lamarr Institute for Machine Learning and AI, one of Germany's top AI research centers. + +## Research Interests + +- Bayesian Statistics +- Machine Learning +- Data Reduction Approaches +- High-Dimensional Complex Models +- Statistical Computing + +## Recent Publications + +### Journal Articles + +**Scalable Bayesian p-Generalized Probit and Logistic Regression** +*Advances in Data Analysis and Classification* (2024) +Zeyu Ding, Katja Ickstadt, Alexander Munteanu, Simon Omlor + +**Bayesian analysis for dimensionality and complexity reduction** +*Machine Learning under Resource Constraints* (2023) +Zeyu Ding, Katja Ickstadt, Alexander Munteanu + +## Current Projects + +### AI for Physics | KISS Project +*TU Dortmund, 2023 - Present* +- Developing Bayesian and Monte Carlo algorithms +- Collaborating with ATLAS data at CERN +- Implementing state-of-the-art ML algorithms + +### Big Data for Copula Models +*TU Dortmund, 2023 - Present* +- Developing compression algorithms for multivariate models +- Theoretical proofs and simulations +- Implementation in Python and R + +## Contact + +- Email: zeyu.ding@tu-dortmund.de +- [GitHub](https://github.com/zeyudsai) +- [LinkedIn](https://www.linkedin.com/in/zeyu-ding-sai/)