R Tools for Automated Exploratory Data Analysis
Conference talk, Why R? 2019, Wrocław, Poland
Talk about R packages for automated data exploration. Conference website
Talks and presentations
Interpretable features for explaining machine learning models
Conference talk, 40th Annual Conference of the International Society for Clinical Biostatistics, Leuven, Belgium
Talk on interpretable features for local explanations of machine learning models. Conference website
Interpretable Features for Local Explanations of Machine Learning Models
Invited talk, University of Ljubljana, Faculty of Computer and Information Science, Ljubljana, Slovenia
Talk about interpretable features for explanations of machine learning models. Information about the seminar
In Search of Interpretable Features to Explain Decisions of Black Box Models
Conference talk, Theoretical Foundations of Machine Learning 2019, Kraków, Poland
Talk on interpretable features in local machine learning models explanations. Conference website
Local Explanations of Complex Machine Learning Models
Conference poster, ML in PL Conference, Warsaw, Poland
Poster about methods of explaining a single prediction generated by a machine learning model (with M. Kuźba and P. Biecek). Conference website
DALEX: Descriptive mAchine Learning EXplanations. Tools for exploration, validation and explanation of complex machine learning models
Invited talk, AG DANK Herbsttagung 2018 , Stralsund, Germany
Talk on methods and tools for interpretable machine learning. Information about the event
Local Interpretability of Machine Learning Models
Conference talk, Joint meeting of the Italian Mathematical Union, the Italian Society of Industrial and Applied Mathematics and the Polish Mathematical Society, Wrocław, Poland
A talk on local interpretability of machine learning models. Conference website
Spitzer identity for Kendall random walk
Conference talk, IMS 2018, Vilnius, Lithuania
Talk on Kendall random walks. Conference website
Spitzer identity for Kendall random walk
Conference talk, XV Probability Conference in Będlewo, Będlewo, Poland
A talk on Kendall random walks. Conference website
Local interpretability of machine learning models
Workshop talk, Berlin Symposium 2017: Modern Statistical Methods From Data to Knowledge, Berlin, Germany
A talk on local interpretability of machine learning models at a IL-BALDS group workshop. Symposium website
Kendall Random Walks
Conference poster, 2nd Interdisciplinary FNP conference, Warsaw, Poland
Poster about Kendall random walk (with B. Jasiulis-Gołdyn, K. Łukaszewicz, W. Szczotka, M. Arendarczyk)
Parents’ professions vs child’s education - visualizing PISA study results
Conference talk (short), Why R? 2017, Warsaw, Poland
Lightning talk about visualization of PISA results. Conference website
Fluctuations of Kendall random walks
Conference talk, ISSPSM 2017, Debrecen, Hungary
A talk on fluctuations of Kendall random walks. Conference website
Wiener-Hopf factorization for extremal Markovian sequences connected with the Kendall convolution
Conference talk, Extreme Value Analysis 2017, Delft, Netherlands
A talk on Wiener-Hopf factorization for Kendall random walks. Conference website
Extreme Value Theory for air pollution modeling: Wrocław example
Conference poster, Oblicze student conference, Poznań, Poland
Poster about modeling air pollution data using Extreme Value Theory. Conference website
Generalized convolutions in probability theory
Conference talk, Oblicze student conference, Poznań, Poland
Talk about generalized convolutions. Conference website