RNDr. Jan Kalina, Ph.D.

Scientist

Department: Department of Artificial Intelligence
Phone: +420 266 05 3099
Office:
Email: (email)

Current students

  • 1.LF UK, Intrauterinne fetal growth models and nuchal translucency quality control (Ph.D. thesis)
  • MFF UK, Robust regularized regression (diploma thesis)
  • MFF UK, Least weighted squares: simulation study (bachelor thesis)

Former students (+ year of defence)

2023 MFF UKRobust regression and robust neural networks (diploma thesis)
2023 FJFI CTUTraining neural networks based on highly robust estimators (diploma thesis)
2023 FJFI CTUNew approaches to metalearning in regression modeling (diploma thesis)
2018 FJFI CTURobust approaches to training neural networks (bachelor thesis)
2018 FJFI CTUImplicitly weighted robust estimators and their computational aspects (bachelor thesis)
2017 FJFI CTUSelected methods of nonparametric regression (bachelor thesis)
2016 MFF UK Robust optimization in classification and regression (diploma thesis)
2016 MFF UKComputation and applications of the MCD estimator for robust statistical analysis (consultant of bachelor thesis)
2015 MFF UKModels with a categorical response (diploma thesis)
2013 MFF UKRobust classification and discrimination (diploma thesis)
2011 MFF UKTesting heteroscedasticity (bachelor thesis)
2011 MFF UKRegression quantiles (bachelor thesis)
2010 MFF UKRobust estimation of the location parameter (bachelor thesis)
2008 MFF UKClassification analysis (bachelor thesis)

Membership in committees

  • MFF UK, committee for defense of dissertations K4: Probability, mathematical statistics and econometrics, since 2014
  • MFF UK, committee for final state exams: Probability, mathematical statistics and econometrics, since 2014
  • MFF UK, committee for final state exams: Financial and insurance mathematics, since 2014