From the 1 of 11 linked papers with an AI index.
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Commitment to Sparse Strategies in Two-Player Games
Salam Afiouni, Jakub Äerný, Chun Kai Ling +1
While Nash equilibria are guaranteed to exist, they may exhibit dense support, making them difficult to understand and execute in some applications. In this paper, we study -spa…
Contested Logistics: A Game-Theoretic Approach
Jakub Cerny, Chun Kai Ling, Darshan Chakrabarti +4
We introduce Contested Logistics Games, a variant of logistics problems that account for the presence of an adversary that can disrupt the movement of goods in selected areas. We m…
Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees
Weijia Zhang, Chun Kai Ling, Xuanhui Zhang
Censoring is the central problem in survival analysis where either the time-to-event (for instance, death), or the time-tocensoring (such as loss of follow-up) is observed for each…
Layered Graph Security Games
Jakub Äerný, Chun Kai Ling, Christian Kroer +1
Security games model strategic interactions in adversarial real-world applications. Such applications often involve extremely large but highly structured strategy sets (e.g., selec…