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We study the stable marriage problem in the partial information setting where the agents, although they have an underlying true strict linear order, are allowed to specify partial orders. Specifically, we focus on the case where the agents…

计算机科学与博弈论 · 计算机科学 2018-10-09 Vijay Menon , Kate Larson

In the stable marriage problem, a set of men and a set of women are given, each of whom has a strictly ordered preference list over the acceptable agents in the opposite class. A matching is called stable if it is not blocked by any pair of…

离散数学 · 计算机科学 2019-07-25 Ágnes Cseh , Klaus Heeger

To guarantee all agents are matched in general, the classic Deferred Acceptance algorithm needs complete preference lists. In practice, preference lists are short, yet stable matching still works well. This raises two questions: $\bullet$…

计算机科学与博弈论 · 计算机科学 2023-05-02 Ishan Agarwal , Richard Cole

Stable marriage of a two-sided market with unit demand is a classic problem that arises in many real-world scenarios. In addition, a unique stable marriage in this market simplifies a host of downstream desiderata. In this paper, we explore…

计算机科学与博弈论 · 计算机科学 2024-08-05 Kartik Gokhale , Amit Kumar Mallik , Ankit Kumar Misra , Swaprava Nath

The stable matching problem is a prototype model in economics and social sciences where agents act selfishly to optimize their own satisfaction, subject to mutually conflicting constraints. A stable matching is a pairing of adjacent…

无序系统与神经网络 · 物理学 2007-05-23 Stephan Mertens

We study the problem of finding "fair" stable matchings in the Stable Marriage problem with Incomplete lists (SMI). In particular, we seek stable matchings that are optimal with respect to profile, which is a vector that indicates the…

数据结构与算法 · 计算机科学 2020-09-14 Frances Cooper , David Manlove

We propose a generalization of the classical stable marriage problem. In our model, the preferences on one side of the partition are given in terms of arbitrary binary relations, which need not be transitive nor acyclic. This generalization…

计算机科学与博弈论 · 计算机科学 2014-07-28 Linda Farczadi , Konstantinos Georgiou , Jochen Könemann

Many-to-many matching with contracts is studied in the framework of revealed preferences. All preferences are described by choice functions that satisfy natural conditions. Under a no-externality assumption individual preferences can be…

计算机科学与博弈论 · 计算机科学 2020-03-05 Daniel Lehmann

The classic Stable Roommates problem (which is the non-bipartite generalization of the well-known Stable Marriage problem) asks whether there is a stable matching for a given set of agents, i.e. a partitioning of the agents into disjoint…

计算复杂性 · 计算机科学 2018-02-21 Jiehua Chen , Danny Hermelin , Manuel Sorge , Harel Yedidsion

The Stable Marriage Problem is to find a one-to-one matching for two equally sized sets of agents. Due to its widespread applications in the real world, especially the unique importance to the centralized match maker, a very large number of…

物理与社会 · 物理学 2018-06-26 Gui-Yuan Shi , Yi-Xiu Kong , Bo-Lun Chen , Guang-Hui Yuan , Rui-Jie Wu

Motivated by group-project distribution, we introduce and study stable matching under the constraint of applicants needing to share a location to be matched with the same institute, which we call the Location-Restricted Stable Matching…

数据结构与算法 · 计算机科学 2025-08-05 Garret Castro

We consider the problem of determining whether a target item assignment can be reached from an initial item assignment by a sequence of pairwise exchanges of items between agents. In particular, we consider the situation where each agent…

计算机科学与博弈论 · 计算机科学 2022-09-22 Takehiro Ito , Naonori Kakimura , Naoyuki Kamiyama , Yusuke Kobayashi , Yuta Nozaki , Yoshio Okamoto , Kenta Ozeki

We introduce a generalized version of the famous Stable Marriage problem, now based on multi-modal preference lists. The central twist herein is to allow each agent to rank its potentially matching counterparts based on more than one…

多智能体系统 · 计算机科学 2018-01-10 Jiehua Chen , Rolf Niedermeier , Piotr Skowron

The stable marriage and stable roommates problems have been extensively studied due to their high applicability in various real-world scenarios. However, it might happen that no stable solution exists, or stable solutions do not meet…

计算机科学与博弈论 · 计算机科学 2022-04-29 Kristóf Bérczi , Gergely Csáji , Tamás Király

In two-sided matching markets, the agents are partitioned into two sets. Each agent wishes to be matched to an agent in the other set and has a strict preference over these potential matches. A matching is stable if there are no blocking…

计算机科学与博弈论 · 计算机科学 2013-02-26 Georgios Askalidis , Nicole Immorlica , Emmanouil Pountourakis

In the real world, people/entities usually find matches independently and autonomously, such as finding jobs, partners, roommates, etc. It is possible that this search for matches starts with no initial knowledge of the environment. We…

机器学习 · 计算机科学 2021-12-07 Kshitija Taywade , Judy Goldsmith , Brent Harrison

The classical Stable Roommates problem is to decide whether there exists a matching of an even number of agents such that no two agents which are not matched to each other would prefer to be with each other rather than with their…

计算机科学与博弈论 · 计算机科学 2020-04-21 Robert Bredereck , Jiehua Chen , Ugo Paavo Finnendahl , Rolf Niedermeier

We introduce the {\sc classified stable matching} problem, a problem motivated by academic hiring. Suppose that a number of institutes are hiring faculty members from a pool of applicants. Both institutes and applicants have preferences…

数据结构与算法 · 计算机科学 2009-10-25 Chien-Chung Huang

We consider a learning problem for the stable marriage model under unknown preferences for the left side of the market. We focus on the centralized case, where at each time step, an online platform matches the agents, and obtains a noisy…

机器学习 · 计算机科学 2025-01-07 Andreas Athanasopoulos , Anne-Marie George , Christos Dimitrakakis

The Stable Roommates problem (SR) is characterized by the preferences of agents over other agents as roommates: each agent ranks all others in strict order of preference. A solution to SR is then a partition of the agents into pairs so that…

人工智能 · 计算机科学 2020-08-10 Esra Erdem , Muge Fidan , David Manlove , Patrick Prosser