Ignacy Stępka (Preferred)
, Ignacy Stepka
Ignacy Stępka
PhD student, Machine Learning Department, CMU, Carnegie Mellon University
Intern, Faculty of Computing and Telecomunications, Technical University of Poznan
Intern, Robotics Institute, CMU, Carnegie Mellon University
Undergrad student, Faculty of Computing and Telecomunications, Technical University of Poznan
- Joined August 2024
Names
Emails
****@andrew.cmu.edu (Confirmed)
, ****@put.poznan.pl (Confirmed)
, ****@gmail.com (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
Federated Learning
2024 – Present
Gradient Inversion Attacks
2024 – Present
eXplainable AI
2022 – Present
Counterfactual explanations
2022 – 2025