Ignacy Stepka (Preferred)
Ignacy Stępka
Ignacy Stepka
PhD student, Machine Learning Department, CMU, Carnegie Mellon University
Joined
August 2024
Names
,
Emails
****@andrew.cmu.edu (Confirmed)
****@put.poznan.pl (Confirmed)
****@gmail.com (Confirmed)
****@cs.cmu.edu (Confirmed)
Personal Links
Career & Education History
PhD student
Machine Learning Department, CMU, Carnegie Mellon University (andrew.cmu.edu)
2025 – Present
Intern
Faculty of Computing and Telecomunications, Technical University of Poznan (put.poznan.pl)
2024 – 2025
Intern
Robotics Institute, CMU, Carnegie Mellon University (andrew.cmu.edu)
2023 – 2025
Undergrad student
Faculty of Computing and Telecomunications, Technical University of Poznan (put.poznan.pl)
2020 – 2025
Advisors, Relations & Conflicts
Expertise
Time series
2025 – Present
Tokenization
2025 – Present
Time series foundation models
2025 – Present
Multimodal time series models
2025 – Present
Federated Learning
2024 – 2025
Gradient Inversion Attacks
2024 – 2025
Counterfactual explanations
2022 – 2025
eXplainable AI
2022 – 2025
Publications
Co-Authors
- Artur Dubrawski
- Dan Howarth
- Jerzy Stefanowski
- Kacper Trębacz
- Lukasz Sztukiewicz
- Mateusz Lango
- Michal Wilinski
- Mononito Goswami
- Nicholas Gisolfi
- Nina Zukowska
- Willa Potosnak