Optimal 4-Approximation for the Correlated Pandora's Problem
Nikhil Bansal, Zhiyi Huang, Zixuan Zhu
2025Year
Abstract
The Correlated Pandora’s Problem posed by Chawla et al. (2020) generalizes the classical Pandora’s Problem by allowing the numbers inside the Pandora’s boxes to be correlated. It also generalizes the Min Sum Set Cover problem, and is related to the Uniform Decision Tree problem. This paper gives an optimal 4-approximation for the Correlated Pandora’s Problem, matching the lower bound of 4 from Min Sum Set Cover.
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Builds on6
- Pandora's Box with Correlations: Learning and ApproximationShuchi Chawla, Evangelia Gergatsouli, Yifeng Teng, Christos Tzamos et al.FOCS 2020 · 29 citations
- Weitzman's Rule for Pandora's Box with CorrelationsEvangelia Gergatsouli, Christos TzamosNeurIPS 2023 · 19 citations
- Improved Approximations for Min Sum Vertex Cover and Generalized Min Sum Set CoverNikhil Bansal, Jatin Batra, Majid Farhadi, Prasad TetaliSODA 2021 · 11 citations
- Pandora Box Problem with Nonobligatory Inspection: Hardness and Approximation SchemeHu Fu, Jiawei Li, Daogao LiuSTOC 2023 · 10 citations
- Pandora's Problem with Nonobligatory Inspection: Optimal Structure and a PTASHedyeh Beyhaghi, Linda CaiSTOC 2023 · 8 citations
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