About a Ball Removal Process on Bins

We consider a basic balls-and-bins question in which you have to distribute n balls into k bins. Then, round by round, a ball is removed from a nonempty bin chosen uniformly at random. The process ends when a single nonempty bin remains. The goal is to minimize the expected number of remaining balls. An open problem posed by Will Ma asks whether the initial assignment that minimizes the expected number of remaining balls is one that is as balanced as possible. Using a coupling argument, we answer this conjecture positively, and we discuss the case of nonuniform choice among the nonempty bins. Funding: Financial support by the Israel Science Foundation [Grant 211/22] and by Agencia Nacional de Investigación y Desarrollo Chile through the Programa de Investigación Asociativa (Project FB210005) and Fondo Nacional de Desarrollo Científico y Tecnológico [Grant 1260036] is gratefully acknowledged.

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Publication Details

Journal
Stochastic Systems
Published
2026-09-09
DOI
https://doi.org/10.1287/stsy.2026.0149
Primary Topic
Stochastic processes and statistical mechanics
Type
article
Field-Weighted Citation Impact
0.00
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About a Ball Removal Process on Bins

Marcos Kiwi, Vasilis Livanos, Ron Solan, Eilon Solan et al.
Stochastic Systems
Stochastic processes and statistical mechanics
article

About a Ball Removal Process on Bins

Marcos Kiwi, Vasilis Livanos, Ron Solan, Eilon Solan, Jose Correa
article en

Abstract

We consider a basic balls-and-bins question in which you have to distribute n balls into k bins. Then, round by round, a ball is removed from a nonempty bin chosen uniformly at random. The process ends when a single nonempty bin remains. The goal is to minimize the expected number of remaining balls. An open problem posed by Will Ma asks whether the initial assignment that minimizes the expected number of remaining balls is one that is as balanced as possible. Using a coupling argument, we answer this conjecture positively, and we discuss the case of nonuniform choice among the nonempty bins. Funding: Financial support by the Israel Science Foundation [Grant 211/22] and by Agencia Nacional de Investigación y Desarrollo Chile through the Programa de Investigación Asociativa (Project FB210005) and Fondo Nacional de Desarrollo Científico y Tecnológico [Grant 1260036] is gratefully acknowledged.

Stochastic Systems
Universidad de Santiago de Chile (CL), Broad Institute (US), Tel Aviv University (IL), Massachusetts Institute of Technology (US), University of Chile (CL)
Reduced inequalities
Openalex Percentile: Top 72%
Stochastic processes and statistical mechanics
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About a Ball Removal Process on Bins — Marcos Kiwi, Vasilis Livanos, et al. · Stochastic Systems (2026) | TGRS Research Map | TGRS