Smart matching platforms and heterogeneous beliefs in centralized school choice

F Arteaga, AJ Kapor, CA Neilson… - The Quarterly Journal …, 2022 - academic.oup.com
Many school districts with centralized school choice adopt strategy-proof assignment
mechanisms to relieve applicants from needing to strategize based on beliefs about their …

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

H Beyhaghi, L Cai - ACM SIGecom Exchanges, 2024 - dl.acm.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 …

Bandit learning in decentralized matching markets

LT Liu, F Ruan, H Mania, MI Jordan - Journal of Machine Learning …, 2021 - jmlr.org
We study two-sided matching markets in which one side of the market (the players) does not
have a priori knowledge about its preferences for the other side (the arms) and is required to …

Strategyproofness-exposing mechanism descriptions

YA Gonczarowski, O Heffetz, C Thomas - 2023 - nber.org
ABSTRACT A menu description presents a mechanism to player i in two steps. Step (1) uses
the reports of other players to describe i's menu: the set of i's potential outcomes. Step (2) …

Behavioral economics in education market design: a forward-looking review

A Rees-Jones, R Shorrer - Journal of Political Economy …, 2023 - journals.uchicago.edu
The rational choice framework for modeling matching markets has been tremendously
useful in guiding the design of school-assignment systems. Despite this success, a large …

Information acquisition and provision in school choice: an experimental study

Y Chen, Y He - Journal of Economic Theory, 2021 - Elsevier
When participating in school choice, students often spend substantial effort acquiring
information about schools. We investigate how two popular mechanisms incentivize …

Learning in multi-stage decentralized matching markets

X Dai, M Jordan - Advances in Neural Information …, 2021 - proceedings.neurips.cc
Matching markets are often organized in a multi-stage and decentralized manner. Moreover,
participants in real-world matching markets often have uncertain preferences. This article …

Monoculture in matching markets

K Peng, N Garg - arXiv preprint arXiv:2312.09841, 2023 - arxiv.org
Algorithmic monoculture arises when many decision-makers rely on the same algorithm to
evaluate applicants. An emerging body of work investigates possible harms of this kind of …

Costly information acquisition in centralized matching markets

R Hakimov, D Kübler, S Pan - Quantitative Economics, 2023 - Wiley Online Library
When applying to a university, students and their parents devote considerable time
acquiring information about university programs in order to form preferences. We explore …

Designing approximately optimal search on matching platforms

N Immorlica, B Lucier, V Manshadi, A Wei - Proceedings of the 22nd …, 2021 - dl.acm.org
We study the design of a decentralized two-sided matching market in which agents' search
is guided by the platform. Each agent is of one of finitely many types and has (potentially …