Search Results - subject:"ALGORITHM"

Inflation, Market Failures, and Algorithms

Van Loo, Rory - 2022

Inflation is a problem of tremendous scale. But inflation itself is unlikely to cause the greatest economic harm during inflationary periods. Instead, a more likely source of devastation will be policymakers’ response to inflation. Their main anti-inflation tools, most notably increasing...

Persistent link: https://www.econbiz.de/10014076726

From Negative to Positive Algorithm Rights

Coglianese, Cary; Hefter, Kat - 2022

Artificial intelligence, or “AI,” is raising alarm bells. Advocates and scholars propose policies to constrain or even prohibit certain AI uses by governmental entities. These efforts to establish a negative right to be free from AI stem from an understandable motivation to protect the...

Persistent link: https://www.econbiz.de/10014076744

Competitive Algorithmic Targeting and Model Selection

Iyer, Ganesh; Ke, T. Tony - 2022

of a supervised learning algorithm in terms of the complexity of the model or the number of variables to accommodate … the algorithm. Based on the estimates, each firm devises a targeting policy to maximize estimated profit. The firms face …

Persistent link: https://www.econbiz.de/10014077202

Comparative Analysis Regulatory of AI and Algorithm in UK, EU and USA

Akinola, Olanrewaju; Tunbosun, Ogundipe Adebayo; … - 2022

. Tim O'Reilly urges the government to look into algorithm regulation, but he never defines the term. What structure should …

Persistent link: https://www.econbiz.de/10014077301

Pareto Stable Mechanism and its Algorithm for Many to Many Matching Problem with Quota

Xiong, Xinsheng; Wang, Xianjia - 2022

This paper discusses the Pareto-stable mechanism and its algorithm for many to many matching problem with quota …. Firstly, we propose a Pareto stable matching algorithm, this algorithm consists of two subroutines called modified TTC … algorithm and eliminate PI cycle algorithm. Secondly, we propose a worker-optimal stable matching algorithm, it is operated in …

Persistent link: https://www.econbiz.de/10014077485

Forecasting Chinese GDP in a Data-Rich Environment : The Benefits of Machine Learning Algorithms

Zhang, Qin; Bian, Yong - 2022

We contribute to the burgeoning literature on macroeconomic forecasting by exploring the benefits of machine learning methods. The performance of machine learning algorithms, factor models and MIDAS in forecasting China’s real GDP growth rate is evaluated in an extensive pseudo out-of-sample...

Persistent link: https://www.econbiz.de/10014078982

Predicting Money Laundering Sanctions Using Machine Learning Algorithms

Lokanan, Mark - 2022

This article predicts the likelihood of a country being sanctioned by Basel for not adhering to anti-money laundering (AML) standards. Multiple machine learning algorithms were used to identify the strongest risk predictors, resulting in Basel sanctions against a country. In terms of sanction...

Persistent link: https://www.econbiz.de/10014079038

Parameterized Algorithmics : Experimental Research

Gutin, Gregory Z.; Karapetyan, Daniel - 2022

In this note, we’d like to talk about a recent paper (Karapetyan, Parkes, Gutin, Gagarin, Pattern-Based Approach to the Workflow Satisfiability Problem with User-Independent Constraints, J. AI Research, 66 (2019) 85–122) which, in our view, made an important contribution to the experimental...

Persistent link: https://www.econbiz.de/10014079726

An optimal control algorithm is developed based on a generalised Gauss-Newton algorithm using analytic model derivatives. This is implemented in WinSolve

Pierse, Richard G. - 2022

In this paper we propose an algorithm for the solution of optimalcontrol problems with nonlinear models based on a … generalised Gauss-Newton algorithm but making use of analytic model derivatives. Themethod is implemented in WinSolve, a general …

Persistent link: https://www.econbiz.de/10014079740

Collusion via algorithms : Comparative analysis and the way forward

Rahim, Mohsin - 2022

The technological advancement at an unprecedented pace has resulted in legislation and regulation failing to keep up with new challenges faced by the consumers. The legislators and regulators are consequently struggling to amend provisions. In the traditional sense, collusion is ‘amongst’...

Persistent link: https://www.econbiz.de/10014081661