Talks and presentations

An Interpretable Prototype Parts-based Neural Network for Medical Tabular Data

Talk October 25, 2025 The Workshop on Explainable Artificial Intelligence for the Medical Domain within ECAI 2025 the 28th European Conference on Artificial Intelligence Bologna, Italy

[Related publication]

This part looks alike this: identifying important parts of explained instances and prototypes

Poster July 10, 2025 The 3rd World Conference on eXplainable Artificial Intelligence Istanbul, Turkiye

[Related publication] [Poster]

Explainable AI: Moving from Numbers to Meaningful Insights

Talk May 09, 2025 GHOST Day: Applied Machine Learning Conference Poznań, Poland

A-PETE: Adaptive Prototype Explanations of Tree Ensembles

Talk April 19, 2024 PP-RAI'2024 - 5th Polish Conference on Artificial Intelligence Warsaw, Poland

[Related publication] [Poster]

Building AI Applications with GPU Vector Databases

Workshop March 21, 2024 NVIDIA GTC San Jose, California

Duże problemy dużych modeli językowych i ich małe rozwiązanie

Talk December 02, 2023 OMatKo!!! Wrocław, Poland

Unlocking the potential of large language models: Enhancing chatbots with a GPU-centric vector database

Talk November 23, 2023 Data Science Summit Warsaw, Poland

Measuring ontology concepts’ similarity

Poster April 26, 2023 PP-RAI'2023 - 4th Polish Conference on Artificial Intelligence Warsaw, Poland

Brytmind: A GPU Accelerated Machine Learning Framework for Relational Data Analytics

Poster April 22, 2023 GHOST Day: Applied Machine Learning Conference Poznań, Poland

[Poster]

Ligand classification using sparse deep neural networks

Talk April 25, 2022 GHOST Day: Applied Machine Learning Conference Poznań, Poland