Ignacy Stępka
Scholar

Ignacy Stępka

Google Scholar ID: EEq1zd0AAAAJ
Carnegie Mellon University
Machine LearningExplainable AICounterfactual ExplanationsFederated Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
9
 
H-index
2
 
i10-index
0
 
Publications
8
 
Co-authors
5
list available
Contact
Emailistepka@andrew.cmu.eduCVOpen ↗TwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
3 items
MICA: Multivariate Infini Compressive Attention for Time Series Forecasting
2026
Cited
0
Explaining Concept Drift through the Evolution of Group Counterfactuals
2025
Cited
0
Mitigating Persistent Client Dropout in Asynchronous Decentralized Federated Learning
2025
Cited
0
Resume (English only)
Co-authors
5 total
Jerzy Stefanowski
Jerzy Stefanowski
Poznan University of Technology
Mateusz Lango
Mateusz Lango
Charles University / Poznan University of Technology
Michał Wiliński
Michał Wiliński
Carnegie Mellon University
Artur Dubrawski
Artur Dubrawski
Carnegie Mellon University
Co-author 5
Co-author 5