Schedule of the seminars in the winter semester 2026/2027

The seminars take place in room CW6 on selected Tuesdays from 12:30 to 13:30.

October 6

Internal organizational meeting of the Machine Learning Department

October 13

Marcin Paluch (ETH Zurich): "Neural Control on Embedded Hardware: Can We Distill MPC onto FPGAs and Adapt Online?"

October 27

Rafał Stachowiak (Machine Learning Department): "Discovering Mathematical Programming Models: A Literature Review, Evaluation Dataset, and Future Directions"

November 17 (exceptionally remote)

Michał Szczepański (CEA-List, Université Paris-Saclay): "How Much Should a System See When It Runs Continuously?"

November 24

Michał Melosik (Machine Learning Department): "Software-Hardware Co-Design in the Quantum Internet of Things"

December 1

Antoni Nowinowski (Machine Learning Department): "Improving Generative Adversarial Networks with Self-Distillation"

December 8

Seminar – Institute Conference

December 15

Marcin Ostrowski (Systems Research Institute, Polish Academy of Sciences): "Temporal Consistency of Explanations in Supervised Learning from Evolving Data Streams"

January 12

Maciej Komosiński (Machine Learning Department): "OMEA—Optimal Mixing Evolutionary Algorithm: How Does It Differ from a Traditional Evolutionary Algorithm?"

January 19

Paweł Liskowski (Snowflake): "Runtime Learning for Efficient LLM Inference: Model Cascades, Semantic Query Planning, and Online Model Specialization"

January 26

Marek Śmieja, Patryk Marszałek (Jagiellonian University): "Unsupervised tabular foundation models"