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Itai Zilberstein

3 accepted papers

2026

Dynamic Targeting of Satellite Observations Using Supplemental Geostationary Satellite Data and Hierarchical Planning

ICRA 2026poster

The Dynamic Targeting (DT) mission concept is an approach to satellite observation in which a lookahead sensor gathers information about the upcoming environment and uses this information to intelligently plan observations. Previous work has shown that DT has the potential to increase the science re…

2026

Near-Optimal Dynamic Matching via Coarsening with Application to Heart Transplantation

ICML 2026poster

Online matching has been a mainstay in domains such as Internet advertising and organ allocation, but practical algorithms often lack strong theoretical guarantees. We take an important step toward addressing this by developing new online matching algorithms based on a coarsening approach. Although …

Cited by 0SourceScholar
2026

Position: Machine Learning for Heart Transplant Allocation Policy Optimization Should Account for Incentives

ICML 2026spotlight

The allocation of scarce donor organs constitutes one of the most consequential algorithmic challenges in healthcare. While the field is rapidly transitioning from rigid, rule-based systems to machine learning and data-driven optimization, we argue that current approaches often overlook a fundamenta…

Cited by 0SourceScholar