2 citations · 3 across the 15 of their papers we have counts for
4 papers · 1 filter
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…
Is Cross-Validation the Gold Standard to Evaluate Model Performance?
Garud Iyengar, Henry Lam, Tianyu Wang
Cross-Validation (CV) is the default choice for evaluating the performance of machine learning models. Despite its wide usage, their statistical benefits have remained half-underst…
Layered Graph Security Games
Jakub Černý, 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…
Model-Free Approximate Bayesian Learning for Large-Scale Conversion Funnel Optimization
Garud Iyengar, Raghav Singal
The flexibility of choosing the ad action as a function of the consumer state is critical for modern-day marketing campaigns. We study the problem of identifying the optimal sequen…