Activities

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]

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]

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

Ligand classification using sparse deep neural networks

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

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]

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]

KDD Doctoral Consortium

Doctoral Consortium August 12, 2026 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2026) Jeju, South Korea

Summer School on Deep Learning for Medical Imaging

Summer School June 15, 2026 École de Technologie Supérieure Montreal, Canada

Building AI Applications with GPU Vector Databases

Workshop March 21, 2024 NVIDIA GTC San Jose, California