2 papers
cs.GT2026
Stationary Online Contention Resolution Schemes: Theory and Applications to Bayesian Online Resource Allocation
Mohammad Reza Aminian, Rad Niazadeh, Pranav Nuti
Motivated by problems in Bayesian reusable resource allocation, we introduce the concept of stationary online contention resolution schemes (S-OCRSs). OCRSs are a central tool used…
cs.DS2025
Markovian Search with Ex-Ante Constraints: Theory and Applications to Socially Aware Algorithmic Hiring
Mohammad Reza Aminian, Vahideh Manshadi, Rad Niazadeh
We develop an algorithmic framework to incorporate "ex-ante" constraints on outcomes (that hold only on average) into stateful sequential search with costly inspection. Our framewo…