معرفی
Aliaksandr Hubin is an Associate Professor at the University of Oslo's Department of Mathematics and Natural Sciences, affiliated with the Center for Computational Inference in Evolutionary Life Science (CELS) and Statistics and Data Science research groups. His career spans Bayesian methodology development, machine learning applications, and interdisciplinary research.
- PhD in Statistics (University of Oslo, 2018)
- MSc in Operations Research (Molde University College, 2014)
- Specialist degree in Economic Cybernetics (Belarusian State University, 2013)
Research spans:
- Bayesian model selection and averaging
- Probabilistic machine learning
- Computational statistics
- Applications in genomics, clinical diagnostics, and aquaculture
- Weak supervision methods in NLP
- Medical decision support systems
Recent publications focus on:
- Bayesian neural network compression
- Clinical score validation
- Outlier detection mechanisms
- Evolutionary optimization in inference
- Domain-informed deep learning
Scientific recognition:
- NIMA 2014 award
- Multiple student research awards (2012-2013)
- Graybill poster competition second place (2017)
Methodological contributions include:
- Genetically modified MCMC algorithms
- Adaptive simulated annealing EM
- Probabilistic framework development
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