ML in PL Conference 2025: Tutorials

We are happy to announce this year's ML in PL Conference Tutorials! During the 4-hour class, you will learn the practical aspect of the chosen topic. The tutorials are hosted in small groups of approximately 20 people, so get your ticket now to secure your place!

🗓️ Save the date: ML in PL Conference Tutorials will take place on the 18th of October 2025 at the Faculty of Mathematics, Informatics, and Mechanics, University of Warsaw!

Students (including PhD students) are eligible for a discount for the tickets. Use code MLSTUDENT at the checkout. Please upload a scan of your student ID during the checkout to confirm your eligibility for the discount. Otherwise, the eligibility will be checked at the venue.

Please bring your own laptop for the tutorial, and read the tutorial details to learn about extra prerequisites.

To receive an invoice for your ticket purchase, please select the invoice option during checkout and provide the necessary billing information.

Important Disclaimer Regarding Ticket Purchase:

All ticket sales are final and non-refundable. 

What are the tutorials about?

This year, our insightful tutorials include:

Tutorials session 1 (9:00 - 13:00):

Tutorial 1: Counterfactual Explanations: From Theory to Implementation
Conducted by Oleksii Furman and Łukasz Lenkiewicz from Wrocław University of Science and Technology. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-1

Tutorial 2: Where ML Security is Broken and How to Fix it
Conducted by Maura Pintor and Giorgio Piras from University of Cagliari. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-2

Tutorial 3: [Generative AI] The noise, the flow, the images.
Conducted by Maciej Żelaszczyk from Samsung AI Center Warsaw. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-3

Tutorial 4: From Superposition to Sparse Autoencoders: Understanding Neural Feature Representations
Conducted by Patryk Wielopolski from AI Safety Poland and Taras Kutsyk from Jagiellonian University and AI Safety Poland. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-4

Tutorial 5: Introduction to Automated Machine Learning (AutoML)
Conducted by Anna Kozak from Warsaw University of Technologyand Katarzyna Woźnica from Warsaw University of Technology, Systems Research Institute and Polish Academy of Sciences. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-5

Tutorial 6: Next Generation Hardware for ML - Hands on with Tenstorrent🤘
Conducted by Maciej Draguła and Artem Yerofieiev from Tenstorrent. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-6

Tutorials session 2 (14:00 - 18:00):

Tutorial 7: Migrating Python AI Prototypes to Cross-Platform Solutions

Conducted by Tudor Corman from Adobe. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-7

Tutorial 8: Modern Causal Discovery

Conducted by Mateusz Olko from University of Warsaw and IDEAS NCBR and Mateusz Gajewski from Poznań University of Technology and IDEAS NCBR. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-8

Tutorial 9: Creating AI Tools for Healthcare

Conducted by Barbara Klaudel fromTheLion.AI and Gdańsk University of Technology and Aleksander Obuchowski from Medalion Technology and TheLion.AI. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-9

Tutorial 10: Navigating the landscape of transformers' expressivity

Conducted by Tomasz Steifer from Institute of Fundamental Technological Research, Polish Academy of Sciences and Przemysław Andrzej Wałęga from Queen Mary University of London. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-10

Tutorial 11: Machine Translation in the LLM Era: A Practical Guide

Conducted by Mieszko Rutkowski from Allegro. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-11

Tutorial 12: End "It Works On My Machine": A Practical Guide to Nix and uv

Conducted by Wojtek Czekalski, Patryk Wojnarowski and Adam Cholewiński from Dialo. Find more about this tutorial on our webpage: https://conference.mlinpl.org/program#tutorial-12

To learn more, visit our website:
👉 ML in PL Conference 2025 website: https://conference2025.mlinpl.org/👉 ML in PL Association website: https://mlinpl.org/

Stay in touch with us via our social media:
👉 Facebook page: https://www.facebook.com/MLinPL
👉 LinkedIn: https://www.linkedin.com/company/mlinpl
👉 Twitter: https://twitter.com/mlinpl