Failure-aware kidney exchange

JP Dickerson, AD Procaccia, T Sandholm - Proceedings of the fourteenth …, 2013 - dl.acm.org
Most algorithmic matches in fielded kidney exchanges do not result in an actual transplant.
In this paper, we address the problem of cycles and chains in a proposed match failing after …

FutureMatch: Combining human value judgments and machine learning to match in dynamic environments

J Dickerson, T Sandholm - Proceedings of the AAAI Conference on …, 2015 - ojs.aaai.org
The preferred treatment for kidney failure is a transplant; however, demand for donor
kidneys far outstrips supply. Kidney exchange, an innovation where willing but incompatible …

Robust models for the kidney exchange problem

M Carvalho, X Klimentova, K Glorie… - INFORMS Journal …, 2021 - pubsonline.informs.org
Kidney exchange programs aim at matching end-stage renal disease patients who have a
willing but incompatible kidney donor with another donor. The programs comprise a pool of …

Ignorance is almost bliss: Near-optimal stochastic matching with few queries

A Blum, JP Dickerson, N Haghtalab… - Proceedings of the …, 2015 - dl.acm.org
The stochastic matching problem deals with finding a maximum matching in a graph whose
edges are unknown but can be accessed via queries. This is a special case of stochastic k …

Matching algorithms for blood donation

DC McElfresh, C Kroer, S Pupyrev, E Sodomka… - Proceedings of the 21st …, 2020 - dl.acm.org
Managing perishable inventory, such as blood stock awaiting use by patients in need, has
been a topic of research for decades. This has been investigated across several disciplines …

A few queries go a long way: Information-distortion tradeoffs in matching

G Amanatidis, G Birmpas, A Filos-Ratsikas… - Journal of Artificial …, 2022 - jair.org
Abstract We consider the One-Sided Matching problem, where n agents have preferences
over n items, and these preferences are induced by underlying cardinal valuation functions …

Ignorance is almost bliss: Near-optimal stochastic matching with few queries

A Blum, JP Dickerson, N Haghtalab… - Operations …, 2020 - pubsonline.informs.org
We study the stochastic matching problem with the goal of finding a maximum matching in a
graph whose edges are unknown but can be accessed via queries. This is a special case of …

Randomized greedy algorithms for the maximum matching problem with new analysis

M Poloczek, M Szegedy - 2012 IEEE 53rd Annual Symposium …, 2012 - ieeexplore.ieee.org
It is a long-standing problem to lower bound the performance of randomized greedy
algorithms for maximum matching. Aronson, Dyer, Frieze and Suen [1] studied the modified …

Opting into optimal matchings

A Blum, I Caragiannis, N Haghtalab, AD Procaccia… - Proceedings of the …, 2017 - SIAM
We revisit the problem of designing optimal, individually rational matching mechanisms (in a
general sense, allowing for cycles in directed graphs), where each player—who is …

Toward a better understanding of randomized greedy matching

ZG Tang, X Wu, Y Zhang - Journal of the ACM, 2023 - dl.acm.org
There has been a long history of studying randomized greedy matching algorithms since the
work by Dyer and Frieze. We follow this trend and consider the problem formulated in the …