Recent developments in pandora's box problem: Variants and applications

H Beyhaghi, L Cai - arXiv preprint arXiv:2308.12242, 2023 - arxiv.org
In 1979, Weitzman introduced Pandora's box problem as a framework for sequential search
with costly inspections. Recently, there has been a surge of interest in Pandora's box …

Delegated Pandora's box

C Bechtel, S Dughmi, N Patel - … of the 23rd ACM Conference on …, 2022 - dl.acm.org
In delegation problems, a principal does not have the resources necessary to complete a
particular task, so they delegate the task to an untrusted agent whose interests may differ …

Online algorithms with costly predictions

M Drygala, SG Nagarajan… - … Conference on Artificial …, 2023 - proceedings.mlr.press
In recent years there has been a significant research effort on incorporating predictions into
online algorithms. However, work in this area often makes the underlying assumption that …

Efficient approximation schemes for stochastic probing and prophet problems

D Segev, S Singla - Proceedings of the 22nd ACM Conference on …, 2021 - dl.acm.org
Our main contribution is a general framework to design efficient polynomial time
approximation schemes (EPTAS) for fundamental stochastic combinatorial optimization …

Random order vertex arrival contention resolution schemes for matching, with applications

H Fu, ZG Tang, H Wu, J Wu… - … Colloquium on Automata …, 2021 - drops.dagstuhl.de
With a wide range of applications, stochastic matching problems have been studied in
different models, including prophet inequality, Query-Commit, and Price-of-Information …

Online allocation and pricing: Constant regret via bellman inequalities

A Vera, S Banerjee, I Gurvich - Operations Research, 2021 - pubsonline.informs.org
We develop a framework for designing simple and efficient policies for a family of online
allocation and pricing problems that includes online packing, budget-constrained probing …

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 …

Learning-augmented query policies for minimum spanning tree with uncertainty

T Erlebach, MS de Lima, N Megow… - arXiv preprint arXiv …, 2022 - arxiv.org
We study how to utilize (possibly erroneous) predictions in a model for computing under
uncertainty in which an algorithm can query unknown data. Our aim is to minimize the …

Pandora's box with correlations: Learning and approximation

S Chawla, E Gergatsouli, Y Teng… - 2020 IEEE 61st …, 2020 - ieeexplore.ieee.org
The Pandora's Box problem and its extensions capture optimization problems with
stochastic input where the algorithm can obtain instantiations of input random variables at …

[HTML][HTML] Explorable uncertainty in scheduling with non-uniform testing times

S Albers, A Eckl - … and Online Algorithms: 18th International Workshop …, 2021 - Springer
The problem of scheduling with testing in the framework of explorable uncertainty models
environments where some preliminary action can influence the duration of a task. In the …