Online matching: A brief survey

Z Huang, ZG Tang, D Wajc - ACM SIGecom Exchanges, 2024 - dl.acm.org
Matching, capturing allocation of items to unit-demand buyers, or tasks to workers, or pairs of
collaborators, is a central problem in economics. Indeed, the growing prevalence of …

Recent developments in prophet inequalities

J Correa, P Foncea, R Hoeksma, T Oosterwijk… - ACM SIGecom …, 2019 - dl.acm.org
The classic prophet inequality states that, when faced with a finite sequence of non-negative
independent random variables, a gambler who knows their distribution and is allowed to …

Secretary and online matching problems with machine learned advice

A Antoniadis, T Gouleakis, P Kleer… - Advances in Neural …, 2020 - proceedings.neurips.cc
The classical analysis of online algorithms, due to its worst-case nature, can be quite
pessimistic when the input instance at hand is far from worst-case. Often this is not an issue …