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cs.LG2025
Set Valued Predictions For Robust Domain Generalization
Ron Tsibulsky, Daniel Nevo, Uri Shalit
Despite the impressive advancements in modern machine learning, achieving robustness in Domain Generalization (DG) tasks remains a significant challenge. In DG, models are expected…
stat.ME2025
Bayesian Estimation of Causal Effects Using Proxies of a Latent Interference Network
Bar Weinstein, Daniel Nevo
Network interference occurs when treatments assigned to some units affect the outcomes of others. Traditional approaches often assume that the observed network correctly specifies…