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Choice models, which capture popular preferences over objects of interest, play a key role in making decisions whose eventual outcome is impacted by human choice behavior. In most scenarios, the choice model, which can effectively be viewed…

统计方法学 · 统计学 2011-09-22 Vivek F. Farias , Srikanth Jagabathula , Devavrat Shah

A discretisation scheme that preserves topological features of a physical problem is extended so that differential geometric structures can be approximated in a consistent way thus giving access to the study of physical systems which are…

高能物理 - 理论 · 物理学 2007-05-23 Vivien de Beauce , Siddhartha Sen

We study the geometrical properties of the utility space (the space of expected utilities over a finite set of options), which is commonly used to model the preferences of an agent in a situation of uncertainty. We focus on the case where…

计算机科学与博弈论 · 计算机科学 2015-11-05 François Durand , Benoît Kloeckner , Fabien Mathieu , Ludovic Noirie

Social biases are encoded in word embeddings. This presents a unique opportunity to study society historically and at scale, and a unique danger when embeddings are used in downstream applications. Here, we investigate the extent to which…

计算与语言 · 计算机科学 2020-04-28 Kenneth Joseph , Jonathan H. Morgan

Consider a society of voters, each of whom specify an approval set over a linear political spectrum. We examine double-interval societies, in which each person's approval set is represented by two disjoint closed intervals, and study this…

组合数学 · 数学 2013-07-22 Maria Klawe , Kathryn L. Nyman , Jacob N. Scott , Francis Edward Su

We introduce the canonical, parameter-free, and efficiently computable notion of peel neighborhoods in a finite metric space of strict negative type. Using a soft threshold to upper bound their radius or cardinality allows peel…

度量几何 · 数学 2026-03-30 Steve Huntsman

We study computing geometric problems on uncertain points. An uncertain point is a point that does not have a fixed location, but rather is described by a probability distribution. When these probability distributions are restricted to a…

计算几何 · 计算机科学 2012-05-03 Allan Jorgensen , Maarten Löffler , Jeff M. Phillips

This paper proposes a voting process in which voters allocate fractional votes to their expected utility in different domains: over proposals, other participants, and sets containing proposals and participants. This approach allows for a…

社会与信息网络 · 计算机科学 2025-04-21 Yasushi Sakai , Parfait Atchade-Adelomou , Ryan Jiang , Luis Alonso , Kent Larson , Ken Suzuki

We study situations where a group of voters need to take a collective decision over a number of public issues, with the goal of getting a result that reflects the voters' opinions in a proportional manner. Our focus is on interconnected…

计算机科学与博弈论 · 计算机科学 2025-09-25 Julian Chingoma , Umberto Grandi , Arianna Novaro

Interesting data often concentrate on low dimensional smooth manifolds inside a high dimensional ambient space. Random projections are a simple, powerful tool for dimensionality reduction of such data. Previous works have studied bounds on…

机器学习 · 统计学 2016-09-13 Subhaneil Lahiri , Peiran Gao , Surya Ganguli

An electorate with fully-ranked innate preferences casts approval votes over a finite set of alternatives. As a result, only partial information about the true preferences is revealed to the voting authorities. In an effort to understand…

计算机科学与博弈论 · 计算机科学 2023-10-09 Andrei Constantinescu , Roger Wattenhofer

We present a notion of geometry encoding suitable for machine learning-based numerical simulation. In particular, we delineate how this notion of encoding is different than other encoding algorithms commonly used in other disciplines such…

机器学习 · 计算机科学 2021-04-19 Amir Maleki , Jan Heyse , Rishikesh Ranade , Haiyang He , Priya Kasimbeg , Jay Pathak

We consider mappings satisfying an upper bound for the distortion of families of curves. We establish lower bounds for the distortion of distances under such mappings. As applications, we obtain theorems on the discreteness of the limit…

复变函数 · 数学 2024-11-07 Evgeny Sevost'yanov , Denys Romash , Nataliya Ilkevych

We study the bidimensional voter model on a square lattice with numerical simulations. We demonstrate that the evolution takes place in two distinct dynamic regimes; a first approach towards critical site percolation and a further approach…

统计力学 · 物理学 2015-10-14 Alessandro Tartaglia , Leticia F. Cugliandolo , Marco Picco

We develop a model of issue-specific voting behavior. This model can be used to explore lawmakers' personal voting patterns of voting by issue area, providing an exploratory window into how the language of the law is correlated with…

机器学习 · 统计学 2012-09-27 Sean M. Gerrish , David M. Blei

We consider the numbers of positive and negative eigenvalues of matrices of squared distances between randomly sampled i.i.d. points in a given metric measure space. These numbers and their limits, as the number of points grows, in fact…

度量几何 · 数学 2025-08-12 Alexey Kroshnin , Tianyu Ma , Eugene Stepanov

Most of the computational study of election problems has assumed that each voter's preferences are, or should be extended to, a total order. However in practice voters may have preferences with ties. We study the complexity of manipulative…

计算机科学与博弈论 · 计算机科学 2015-06-16 Zack Fitzsimmons , Edith Hemaspaandra

We study multiwinner elections with approval-based preferences. An instance of a multiwinner election consists of a set of alternatives, a population of voters---each voter approves a subset of alternatives, and the desired committee size…

计算机科学与博弈论 · 计算机科学 2019-10-15 Piotr Skowron

Consider the voter model on a box of side length $L$ (in the triangular lattice) with boundary votes fixed forever as type 0 or type 1 on two different halves of the boundary. Motivated by analogous questions in percolation, we study…

概率论 · 数学 2015-06-22 Mark Holmes , Yevhen Mohylevskyy , Charles M. Newman

Participatory budgeting (PB) is a democratic paradigm whereby voters decide on a set of projects to fund with a limited budget. We consider PB in a setting where voters report ordinal preferences over projects and have (possibly) asymmetric…

计算机科学与博弈论 · 计算机科学 2020-12-11 Haris Aziz , Barton E. Lee