114 citations · 381 across the 40 of their papers we have counts for
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stat.ML2023★ 5 cited
Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning
Alihan Hüyük, Daniel Jarrett, Mihaela van der Schaar
Understanding human behavior from observed data is critical for transparency and accountability in decision-making. Consider real-world settings such as healthcare, in which modeli…
cs.LG2023
Robust Bayesian Satisficing
Artun Saday, Yaşar Cahit Yıldırım, Cem Tekin
Distributional shifts pose a significant challenge to achieving robustness in contemporary machine learning. To overcome this challenge, robust satisficing (RS) seeks a robust solu…