Talks and presentations

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

Talk October 25, 2025 The Second Workshop on Second Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025) 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