Birbil, Ilker

4 publications

TMLR 2026 The Role of Feature Interactions in Graph-Based Tabular Deep Learning Elias Dubbeldam, Reza Mohammadi, Marit Schoonhoven, Ilker Birbil

MLHC 2025 Clinicians’ Voice: Fundamental Considerations for XAI in Healthcare Tabea Elina Röber, Rob Goedhart, Ilker Birbil

ICML 2023 Differentially Private Distributed Bayesian Linear Regression with MCMC Baris Alparslan, Sinan Yıldırım, Ilker Birbil

NeurIPSW 2022 Counterfactual Explanations Using Optimization with Constraint Learning Donato Maragno, Tabea Elina Röber, Ilker Birbil