Prophet inequality: Order selection beats random order

A Bubna, A Chiplunkar - Proceedings of the 24th ACM Conference on …, 2023 - dl.acm.org
In the prophet inequality problem, a gambler faces a sequence of items arriving online with
values drawn independently from known distributions. On seeing an item, the gambler must …

Order selection prophet inequality: From threshold optimization to arrival time design

B Peng, ZG Tang - 2022 IEEE 63rd Annual Symposium on …, 2022 - ieeexplore.ieee.org
In the classical prophet inequality, a gambler faces a sequence of items, whose values are
drawn independently from known distributions. Upon the arrival of each item, its value is …

Prophet secretary against the online optimal

P Dütting, E Gergatsouli, R Rezvan, Y Teng… - Proceedings of the 24th …, 2023 - dl.acm.org
We study the prophet secretary problem, a well-studied variant of the classic prophet
inequality, where values are drawn from independent known distributions but arrive in …

Bandit Algorithms for Prophet Inequality and Pandora's Box

K Gatmiry, T Kesselheim, S Singla, Y Wang - … of the 2024 Annual ACM-SIAM …, 2024 - SIAM
Abstract The Prophet Inequality and Pandora's Box problems are fundamental stochastic
problem with applications in Mechanism Design, Online Algorithms, Stochastic Optimization …

Sample-driven optimal stopping: From the secretary problem to the iid prophet inequality

J Correa, A Cristi, B Epstein… - … of Operations Research, 2024 - pubsonline.informs.org
We take a unifying approach to single selection optimal stopping problems with random
arrival order and independent sampling of items. In the problem we consider, a decision …

Tightness without counterexamples: A new approach and new results for prophet inequalities

J Jiang, W Ma, J Zhang - arXiv preprint arXiv:2205.00588, 2022 - arxiv.org
Prophet inequalities consist of many beautiful statements that establish tight performance
ratios between online and offline allocation algorithms. Typically, tightness is established by …

Prophet Secretary and Matching: the Significance of the Largest Item

Z Chen, Z Huang, D Li, ZG Tang - Proceedings of the 2025 Annual ACM-SIAM …, 2025 - SIAM
The prophet secretary problem is a combination of the prophet inequality and the secretary
problem, where elements are drawn from known independent distributions and arrive in …

Prophet Inequalities Require Only a Constant Number of Samples

A Cristi, B Ziliotto - Proceedings of the 56th Annual ACM Symposium on …, 2024 - dl.acm.org
In a prophet inequality problem, n independent random variables are presented to a
gambler one by one. The gambler decides when to stop the sequence and obtains the most …

Prophet inequalities: separating random order from order selection

G Giambartolomei, F Mallmann-Trenn… - arXiv preprint arXiv …, 2023 - arxiv.org
Prophet inequalities are a central object of study in optimal stopping theory. A gambler is
sent values online, sampled from an instance of independent distributions, in an adversarial …

Set covering with our eyes wide shut

A Gupta, G Kehne, R Levin - Proceedings of the 2024 Annual ACM-SIAM …, 2024 - SIAM
In the stochastic set cover problem (Grandoni et al., FOCS '08), we are given a collection S
of m sets over a universe U of size N, and a distribution D over elements of U. The algorithm …