All Talks

Title : An introduction to Painlevé equations.   Abstract: The six Painlevé equations were discovered by Painlevé, Gambier et al. in the late 19th and … Read more

Title: 3-fold symmetric 2-orthogonal polynomials   Abstract: The main aim of this talk is to give an introduction to 3-fold symmetric 2-orthogonal polynomials. We will … Read more

Title: A complex Lie algebra of type G2.   Abstract: In this talk, we will discuss some basics of one of the exceptional root systems … Read more

Title: An overview of Deep Learning.   Abstract: Have you ever wondered how Google’s models can perform speech recognition, image classification and robotic manipulation? The … Read more

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Title: Extensions of Lasso   Abstract: When Lasso is used as a kind of method for variable selection, there are some limitations or drawbacks engaged with it … Read more

Title: An introduction to network analysis and applications to real data sets   Abstract: Network analysis is getting more important with the increasing complexity of data. In … Read more

Title: Bayesian model choice in semi-parametric regression approaches   Abstract: Semiparametric regression methods can be utilized in regression analysis where covariates cannot anymore be assumed to … Read more

Title: Cost-sensitive Boosting, Margin Maximization & Information Theory   Abstract: Boosting refers to a family of learning algorithms that additively combine multiple weak predictive models to construct … Read more

Title: An introduction to magnetic monopoles for novices   Abstract:  A magnetic monopole is a hypothetical isolated magnetic charge, or “static magnetism”. Static electricity and electrically … Read more