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As the use of machine learning in high impact domains becomes widespread, the importance of evaluating safety has increased. An important aspect of this is evaluating how robust a model is to changes in setting or population, which…

机器学习 · 计算机科学 2021-03-16 Adarsh Subbaswamy , Roy Adams , Suchi Saria

This year, jurisdictions worldwide, including the United States, the European Union, the United Kingdom, and China, are set to enact or revise laws governing frontier AI. Their efforts largely rely on the assumption that increasing model…

计算机与社会 · 计算机科学 2025-02-25 Nicholas A. Caputo

We study the problem of collecting a cohort or set that is balanced with respect to sensitive groups when group membership is unavailable or prohibited from use at deployment time. Specifically, our deployment-time collection mechanism does…

机器学习 · 计算机科学 2024-06-19 Siqi Deng , Emily Diana , Michael Kearns , Aaron Roth

Current alignment evaluation mostly measures whether models encode dangerous concepts and whether they refuse harmful requests. Both miss the layer where alignment often operates: routing from concept detection to behavioral policy. We…

机器学习 · 计算机科学 2026-05-04 Gregory N. Frank

The need to monitor industrial processes, detecting changes in process parameters in order to promptly correct problems that may arise, generates a particular area of interest. This is particularly critical and complex when the measured…

应用统计 · 统计学 2019-05-07 Javier Neira Rueda , Andres Carrion Garcia

Epidemics of infectious diseases posing a serious risk to human health have occurred throughout history. During recent epidemics there has been much debate about policy, including how and when to impose restrictions on behaviour.…

理论经济学 · 经济学 2024-04-08 Simon K. Schnyder , John J. Molina , Ryoichi Yamamoto , Matthew S. Turner

Regulatory affairs, which sits at the intersection of medicine and law, can benefit significantly from AI-enabled automation. Classification task is the initial step in which manufacturers position their products to regulatory authorities,…

人工智能 · 计算机科学 2025-05-27 Yu Han , Aaron Ceross , Jeroen H. M. Bergmann

A seller investigates a buyer before setting prices, balancing the cost of acquiring information against the gain from tailoring the contract to the buyer's private type. The optimal signal is coarse: no matter how rich the type space, the…

理论经济学 · 经济学 2026-04-07 Rui Sun , Yi Zhang

The potential for rapidly-evolving frontier artificial intelligence (AI) models, especially large language models (LLMs), to facilitate bioterrorism or access to biological weapons has generated significant policy, academic, and public…

No one doubts the utility of insurance for its ability to spread risk or streamline claims management; much debated is when and how insurance uptake can improve welfare by reducing harm, despite moral hazard. Proponents and dissenters of…

计算机与社会 · 计算机科学 2026-03-03 Cristian Trout

Cybersecurity governance influences the quality of strategic decision-making to ensure cyber risks are managed effectively. Board of Directors are the decisions-makers held accountable for managing this risk; however, they lack adequate and…

密码学与安全 · 计算机科学 2023-11-30 Anita Modi , Ievgeniia Kuzminykh , Bogdan Ghita

Appropriate decisions depend on information gathered beforehand, yet such information is often obtained through intermediaries with biased preferences. Motivated by settings such as testing and recertification in organ transplantation, we…

理论经济学 · 经济学 2026-02-17 Andres Espitia , Edwin Muñoz-Rodríguez

Determining and verifying product provenance remains a critical challenge in global supply chains, particularly as geopolitical conflicts and shifting borders create new incentives for misrepresentation of commodities, such as hiding the…

Since its inception in the mid-60s, the inventory staggering problem has been explored and exploited in a wide range of application domains, such as production planning, stock control systems, warehousing, and aerospace/defense logistics.…

数据结构与算法 · 计算机科学 2025-06-13 Noga Alon , Danny Segev

Home health care problems consist of scheduling visits to home patients by health professionals while following a series of requirements. This paper studies the Home Health Care Routing and Scheduling Problem, which comprises a…

系统与控制 · 电气工程与系统科学 2022-07-04 Alberto F. Kummer , Olinto C. B. de Araújo , Luciana S. Buriol , Mauricio G. C. Resende

Under adaptive progressive Type-II censoring schemes, order restricted inference based on competing risks data is discussed in this article. The latent failure lifetimes for the competing causes are assumed to follow Weibull distributions,…

统计方法学 · 统计学 2022-05-10 Ayon Ganguly , Debanjan Mitra , Debasis Kundu

Attacks on software systems occur world-wide on a daily basis targeting individuals, corporations, and governments alike. The systems that facilitate maritime shipping are at risk of serious disruptions, and these disruptions can stem from…

密码学与安全 · 计算机科学 2020-06-23 Joseph O. Eichenhofer , Elisa Heymann , Barton P. Miller , Arnold Kang

The task of assigning internationally accepted commodity codes (aka HS codes) to traded goods is a critical function of customs offices. Like court decisions made by judges, this task follows the doctrine of precedent and can be nontrivial…

人工智能 · 计算机科学 2023-11-21 Eunji Lee , Sihyeon Kim , Sundong Kim , Soyeon Jung , Heeja Kim , Meeyoung Cha

Examinations of any experiment involving living organisms require justifications of the need and moral defensibleness of the study. Statistical planning, design and sample size calculation of the experiment are no less important review…

Service industries, such as ports, are attentive to their standards, a smooth service flow and economic viability. Cost benefit analysis has proven itself as a useful tool to support this type of decision making; it has been used by…

计算工程、金融与科学 · 计算机科学 2013-06-03 Galina Sherman , Peer-Olaf Siebers , David Menachof , Uwe Aickelin