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Influential benchmarks incentivize competing model developers to strategically allocate post-training resources toward improvements on the leaderboard, a phenomenon dubbed benchmaxxing or training on the test task. In this work, we initiate…

计算机科学与博弈论 · 计算机科学 2026-03-10 Yatong Chen , Guanhua Zhang , Moritz Hardt

In this paper, we develop a logistic regression model to estimate the probability that a particular shot in an NHL game will result in a goal, and use the results to evaluate the performance of NHL skaters, goalies, and teams. We weight…

应用统计 · 统计学 2012-05-09 Brian Macdonald , Craig Lennon , Rodney Sturdivant

Traditionally, the impact of minimum wages on employment has been studied, and it is generally believed to have a negative effect. Yet, some recent studies have shown that the impact of minimum wages on employment can sometimes be positive.…

综合经济学 · 经济学 2025-08-12 Asahi Sato

We consider the following sports scheduling problem. Consider $2n$ teams in a sport league. Each pair of teams must play exactly one match in $2n-1$ days. That is, $n$ games are held simultaneously in a day. We want to make a schedule which…

组合数学 · 数学 2008-09-24 Kenji Kashiwabara

This paper examines strategic effort and positioning choices resulting in bandwagon effects under externalities in finite multi-stage games using causal evidence from triathlon (Reichel, 2025). Focusing on open-water swim drafting where…

综合经济学 · 经济学 2025-05-13 Felix Reichel

Our research is closely related to ontological studies in mathematics. It provides crucial insights into the nature of decisions and strategies characterized by Markov moments. In a stopping game, a holistic decision-maker would evaluate…

最优化与控制 · 数学 2026-04-29 Georgy Sofronov , Joanna Rymaszewska , Krzysztof J. Szajowski

This study examines how large language model-driven non-player characters (LLM-NPCs) affect players' cognitive load and gaming experience, with a particular focus on the underlying psychological mechanisms, differences across task…

人机交互 · 计算机科学 2026-04-14 Ting-Chen Hsu , Wenran Chen , Jiangxu Lin , Fei Qin , Zheyuan Zhang

Distributed energy storage and flexible loads are essential tools for ensuring stable and robust operation of the power grid in spite of the challenges arising from the integration of volatile renewable energy generation and increasing peak…

系统与控制 · 电气工程与系统科学 2023-01-24 Sophie Hall , Giuseppe Belgioioso , Dominic Liao-McPherson , Florian Dörfler

In this article, we study the decision-making process of chess players by using a chess engine to evaluate the moves across different pools of games. We quantified the decisiveness of each move during the games using a metric derived from…

物理与社会 · 物理学 2025-06-13 A. Chacoma , O. V. Billoni

The effects of networking on the extent of cooperation emerging in a competitive setting are studied. The evolutionary snowdrift game, which represents a realistic alternative to the well-known Prisoner's Dilemma, is studied in the…

物理与社会 · 物理学 2009-11-11 Li-Xin Zhong , Da-Fang Zheng , B. Zheng , Chen Xu , P. M. Hui

This study delves into the origins of excess capacity by examining the reactions of capital, labor, and capital intensity. To achieve this, we have employed a novel three-layered production function model, estimating the elasticity of…

理论经济学 · 经济学 2023-04-06 Samidh Pal

This study explores the relationship between the performance of a football team and the topological parameters of temporal passing networks. To achieve this, we propose a method to identify moments of high and low team performance based on…

物理与社会 · 物理学 2025-06-13 Andres Chacoma

In most professional sports, the structure of the environment is kept neutral so that scoring imbalances may be attributed to differences in team skill. It thus remains unknown what impact structural heterogeneities can have on scoring…

物理与社会 · 物理学 2013-11-04 Sears Merritt , Aaron Clauset

Typically, fair machine learning research focuses on a single decisionmaker and assumes that the underlying population is stationary. However, many of the critical domains motivating this work are characterized by competitive marketplaces…

计算机与社会 · 计算机科学 2022-09-28 Jessica Dai , Sina Fazelpour , Zachary C. Lipton

This paper explores the concept of "momentum" in sports competitions through the use of the TOPSIS model and 0-1 logistic regression model. First, the TOPSIS model is employed to evaluate the performance of two tennis players, with…

计量经济学 · 经济学 2024-09-05 Mingpu Ma

Cricket, a popular bat-and-ball game in South Asia, is played between two 11-player teams. The Pakistan Super League (PSL) is a commercial T20 domestic league comprised of six franchise-owned teams, where player selection is competitive. In…

社会与信息网络 · 计算机科学 2024-10-21 Abeer Khan , Maria Hunaid Samiwala , Abeeha Zawar , Muhammad Qasim Pasta , Shah Jamal Alam

Classical game theory is a powerful framework to analyze the strategic interactions among rational players. However, in many real-life scenarios, players choose actions based on their inherent natural tendencies rather than deliberate…

最优化与控制 · 数学 2026-02-03 Raghupati Vyas , Khushboo Agarwal , Konstantin Avrachenkov , Veeraruna Kavitha

Increased data availability has stimulated the interest in studying sports prediction problems via analytical approaches; in particular, with machine learning and simulation. We characterize several models that have been proposed in the…

其他统计学 · 统计学 2023-07-11 Ignacio Erazo

There is no doubt that management practices are linked to the productivity and performance of a company. However, research findings are mixed. This paper provides a multi-disciplinary review of the current evidence of such a relationship…

The spread in the use of tracking systems in sport has made fine-grained spatiotemporal analysis a primary focus of an emerging sports analytics industry. Recently publicized tracking data for men's professional tennis allows for the first…

统计方法学 · 统计学 2022-02-02 Stephanie A. Kovalchik , Jim Albert
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