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We study the problem of minimizing metric distortion in multi-winner elections, where a committee of size $k$ is selected from a set of candidates based on voters' ordinal preferences. We assume that voters and candidates are embedded on a…

计算机科学与博弈论 · 计算机科学 2026-02-18 Negar Babashah , Hasti Karimi , Masoud Seddighin , Golnoosh Shahkarami

Surveys show that the mean absolute percentage error (MAPE) is the most widely used measure of forecast accuracy in businesses and organizations. It is however, biased: When used to select among competing prediction methods it…

统计方法学 · 统计学 2021-05-13 Chris Tofallis

Risk-limiting audits (RLAs) are post-election auditing procedures that rigorously guarantee a specified maximum probability that an incorrect electoral outcome will not be detected. Aside from ready access to physical ballots, known RLAs…

密码学与安全 · 计算机科学 2026-05-19 Benjamin Fuller , Abigail Harrison , Alexander Russell

Currently, there is currently no effective, standardized way to identify the presence of partisan gerrymandering. A relatively newly proposed method of identification is ensemble analysis. This is done by generating a large neutral ensemble…

物理与社会 · 物理学 2021-12-28 Karthik Seetharaman

Surveys provide important evidence for policymaking, decision-making, and understanding of society. However, conducting the large surveys required to provide subpopulation level estimates is expensive and time-consuming. Multilevel…

应用统计 · 统计学 2022-05-26 Dewi Amaliah

The metric distortion framework posits that n voters and m candidates are jointly embedded in a metric space such that voters rank candidates that are closer to them higher. A voting rule's purpose is to pick a candidate with minimum total…

计算机科学与博弈论 · 计算机科学 2023-07-03 Fatih Erdem Kizilkaya , David Kempe

In this paper, we propose to simultaneously estimate all the sampling rate offsets (SROs) of multiple devices. In a distributed microphone array, the SRO is inevitable, which deteriorates the performance of array signal processing. Most of…

音频与语音处理 · 电气工程与系统科学 2022-06-28 Yoshiki Masuyama , Kouei Yamaoka , Nobutaka Ono

We provide mechanisms and new metric distortion bounds for line-up elections. In such elections, a set of $n$ voters, $m$ candidates, and $\ell$ positions are all located in a metric space. The goal is to choose a set of candidates and…

计算机科学与博弈论 · 计算机科学 2025-02-25 Christopher Jerrett , Yue Han , Elliot Anshelevich

We compare and contrast fourteen measures that have been proposed for the purpose of quantifying partisan gerrymandering. We consider measures that, rather than examining the shapes of districts, utilize only the partisan vote distribution…

物理与社会 · 物理学 2019-04-18 Gregory S. Warrington

In an election in which each voter ranks all of the candidates, we consider the head-to-head results between each pair of candidates and form a labeled directed graph, called the margin graph, which contains the margin of victory of each…

理论经济学 · 经济学 2020-09-08 Matthew Harrison-Trainor

Risk-limiting audits (RLAs) are expected to strengthen the public confidence in the correctness of an election outcome. We hypothesize that this is not always the case, in part because for large margins between the winner and the runner-up,…

计算机与社会 · 计算机科学 2021-09-17 Asmita Dalela , Oksana Kulyk , Carsten Schürmann

Despite extensive theoretical research on proportionality in approval-based multiwinner voting, its impact on which committees and candidates can be selected in practice remains poorly understood. We address this gap by (i) analyzing the…

计算机科学与博弈论 · 计算机科学 2025-11-13 Niclas Boehmer , Lara Glessen , Jannik Peters

We investigate a state discrimination problem which interpolates minimum-error and unambiguous discrimination by introducing a margin for the probability of error. We closely analyze discrimination of two pure states with general occurrence…

量子物理 · 物理学 2015-05-13 H. Sugimoto , T. Hashimoto , M. Horibe , A. Hayashi

U.S. elections rely heavily on computers such as voter registration databases, electronic pollbooks, voting machines, scanners, tabulators, and results reporting websites. These introduce digital threats to election outcomes. Risk-limiting…

密码学与安全 · 计算机科学 2020-12-08 Amanda K. Glazer , Jacob V. Spertus , Philip B. Stark

{\em Distortion} is a well-established notion for quantifying the loss of social welfare that may occur in voting. As voting rules take as input only ordinal information, they are essentially forced to neglect the exact values the agents…

计算机科学与博弈论 · 计算机科学 2024-10-15 Ioannis Caragiannis , Karl Fehrs

Several measures of partisan bias are reviewed for single member districts with two dominant parties. These include variants of the simple bias that considers only deviation of seats from 50% at statewide 50% vote. Also included are…

物理与社会 · 物理学 2020-06-26 John F. Nagle

Matching is an important tool in causal inference. The method provides a conceptually straightforward way to make groups of units comparable on observed characteristics. The use of the method is, however, limited to situations where the…

统计方法学 · 统计学 2019-06-18 Fredrik Sävje , Michael J. Higgins , Jasjeet S. Sekhon

In multiwinner approval elections with many candidates, voters may struggle to determine their preferences over the entire slate of candidates. It is therefore of interest to explore which (if any) fairness guarantees can be provided under…

计算机科学与博弈论 · 计算机科学 2025-10-14 Drew Springham , Edith Elkind , Bart de Keijzer , Maria Polukarov

The only acceptable form of polling in the multi-billion dollar survey research field utilizes representative samples. We argue that with proper statistical adjustment, non-representative polling can provide accurate predictions, and often…

社会与信息网络 · 计算机科学 2014-07-01 David Rothschild , Sharad Goel , Andrew Gelman , Doug Rivers

Selecting representatives based on voters' preferences is a fundamental problem in social choice theory. While cardinal utility functions offer a detailed representation of preferences, ordinal rankings are often the only available…