We meet every Monday, at 10 AM in MI^2 DataLab (room 044, Faculty of Mathematics and Information Science, Warsaw University of Technology) or online.
Join us at https://meet.drwhy.ai (or https://meet.google.com/nno-okiz-bxy).
- 2023-02-20 - set-up meeting
- 2023-02-27 - Acquisition of chess knowledge in AlphaZero - Bartek Sobieski, Mikołaj Spytek
- 2023-03-06 - Aggregation of explanations - Weronika Hryniewska, Przemysław Biecek
- 2023-03-13 - Ensembles of models - how to get the most benefits - Anna Kozak, Hubert Ruczyński
- 2023-03-20 - Unfooling Perturbation-Based Post Hoc Explainers - Hubert Baniecki, Mateusz Krzyziński
- 2023-03-27 - Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation - Mikołaj Spytek, Mateusz Krzyziński
- 2023-04-03 - From "Where" to "What": Towards Human-Understandable Explanations through Concept Relevance Propagation - Maciej Chrabąszcz, Bartek Sobieski
- 2023-04-17 - Explainable Artificial Intelligence for the Study of the Impact of Environmental Factors on Human Health- Donato Romano (guest, remote meeting)
- 2023-04-24 - Shapley values and functional decompositions - Mateusz Krzyziński, Hubert Baniecki
- 2023-05-08 - Scalable Gaussian process-based transfer surrogates for hyperparameter optimization - Mateusz Grzyb, Katarzyna Woźnica
- 2023-05-15 - Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers - Hubert Ruczyński, Anna Kozak
- 2023-05-22 - Formal methods for neural networks verification - Paulina Tomaszewska,
- 2023-05-29 - Adaptive Testing and Debugging of NLP models - Emilia Wiśnios, Maciej Chrabąszcz
- 2023-06-05 - Meta-learning from Tasks with Heterogeneous Attribute Spaces - Katarzyna Woźnica
- 2023-06-12 - summary meeting
- 2022-10-03 - Organisation of the seminar
- 2022-10-10 - xLungs - Efficient and Explainable Diagnostics’ Support for Radiologists
- 2022-10-17 - HOMER - Achieving Responsible ML by Human Oriented autoMated machinE leaRning
- 2022-10-24 - ATLAS - Automated documenT anaLysis for sociAl awareneSs
- 2022-11-07 - Explainable machine learning for survival analysis - Mateusz Krzyziński, Mikołaj Spytek, Hubert Baniecki
- 2022-11-14 - Lungs vector representations - Maciej Chrabąszcz, Bartek Sobieski, Weronika Hryniewska-Guzik
- 2022-11-21 - ATLAS: Explaining abstractive summarization - Emilia Wiśnios
- 2022-11-28 - How to organize our work - discussion
- 2022-12-05 - Cancelled
- 2022-11-12 - New era of AutoML? - Katarzyna Woźnica, Anna Kozak
- 2022-11-19 - research presentation: xLungs
- 2023-01-02 - HOMER update
- 2023-01-09 - ATLAS update
- 2023-01-16 - Workshop: How to prepare presentation with storytelling? - Zuzanna Kwiatkowska
- 2023-01-23 - Summary