The impact of machine learning on economics. In The Economics of Artificial Intelligence: An Agenda. University of Chicago Press.Athey, S. (2018). The Impact of Machine Learning on Economics. In A. K. Agrawal, J. Gans, & A. Goldfarb (Eds.), The Economics of Artificial Intelligence: An...
This paper provides an assessment of the early contributions of machine learning to economics, as well as predictions about its future contributions. It begins by briefly overviewing some themes from the literature on machine learning, and then draws some contrasts with traditional approaches to estima...
Machine learning is a field of study that focuses on the development of algorithms and models that can be used for computers to learn from and make predictions based on data. Machine learning differs from traditional programming paradigms as it is a way of solving problems without giving the ...
such as IBM Watson and Microsoft Azure Machine Learning Studio. These programs are capable of monitoring your software development process and identifying potential problems before they become an issue. They can also automate the deployment process, ensuring that your software is always up to date. ...
Choosing the learning rate is challenging as a value too small may result in a long training process that could get stuck, whereas a value too large may result in learning a sub-optimal set of weights too fast or an unstable training process. The learning rate may be the most important ...
The present study examines the role of feature selection methods in optimizing machine learning algorithms for predicting heart disease. The Cleveland Heart disease dataset with sixteen feature selection techniques in three categories of filter, wrapper, and evolutionary were used. Then seven algorithms Ba...
We recently visited with Christian Beedgen, CTO at Sumo Logic, to discuss impact of DevOps and machine learning for the upcoming year.As the co-founder and CTO of Sumo Logic, Christian has 15 years experience creating enterprise software architecture. Pr
17 ICLR : International Conference on Learning Representations 203 11.38 18 ACMMM : ACM International Conference on Multimedia 58 11.05 19 INFOCOM : IEEE International Conference on Computer Communications (INFOCOM) 72 10.72 20 ACL : Meeting of the Association for Computational Linguistics (ACL) 135 ...
However, since the function of the indivi dual species is not known, the only action we have is to try and model the community of soil fauna. We start by modelling the community soil mic roarthropods. For that goal we used machine learning methods - regression trees, model trees and ...
Artificial intelligence (AI) and machine learning is now considered to be one of the biggest innovations since the microchip. AI used to be a fanciful concept from science fiction, but now it’s becoming a daily reality. Here are 15 fun, exciting, and mi