Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Benjamin Patrick Evans"'
Publikováno v:
Royal Society Open Science, Vol 10, Iss 2 (2023)
The efficient market hypothesis (EMH), based on rational expectations and market equilibrium, is the dominant perspective for modelling economic markets. However, the most notable critique of the EMH is the inability to model periods of out-of-equili
Externí odkaz:
https://doaj.org/article/763b99d552b94f48bd8f7571516cdc58
Publikováno v:
Entropy, Vol 23, Iss 6, p 669 (2021)
Bounded rationality is an important consideration stemming from the fact that agents often have limits on their processing abilities, making the assumption of perfect rationality inapplicable to many real tasks. We propose an information-theoretic ap
Externí odkaz:
https://doaj.org/article/476618e2ab004d648d9adc617f989262
Publikováno v:
Royal Society Open Science. 10
The efficient market hypothesis (EMH), based on rational expectations and market equilibrium, is the dominant perspective for modelling economic markets. However, the most notable critique of the EMH is the inability to model periods of out-of-equili
Housing markets are inherently spatial, yet many existing models fail to capture this spatial dimension. Here we introduce a new graph-based approach for incorporating a spatial component in a large-scale urban housing agent-based model (ABM). The mo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1e0cd52a454e02465f99c505e40a2a8e
http://arxiv.org/abs/2009.06914
http://arxiv.org/abs/2009.06914
Publikováno v:
CEC
A common claim of evolutionary computation methods is that they can achieve good results without the need for human intervention. However, one criticism of this is that there are still hyperparameters which must be tuned in order to achieve good perf
Publikováno v:
GECCO
A common problem machine learning developers are faced with is overfitting, that is, fitting a pipeline too closely to the training data that the performance degrades for unseen data. Automated machine learning aims to free (or at least ease) the dev
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::187560bb670ed7c71cab7c1928f125f3
http://arxiv.org/abs/2001.08842
http://arxiv.org/abs/2001.08842
Publikováno v:
GECCO
Interpreting state-of-the-art machine learning algorithms can be difficult. For example, why does a complex ensemble predict a particular class? Existing approaches to interpretable machine learning tend to be either local in their explanations, appl
Publikováno v:
CEC
Image classification is used for many tasks such as recognising handwritten digits, identifying the presence of pedestrians for self-driving cars, and even providing medical diagnosis from cell images. The current state-of-the-art solution for image
This report presents estimates of the Levy Institute Measure of Economic Well-Being (LIMEW) for a representative sample of Canadian households in 1999 and 2005. The results indicate that there was only modest growth in the average Canadian household
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d73a6eda1ee0e4f7c3168eea909f2711
http://www.csls.ca/reports/csls2011-09.pdf
http://www.csls.ca/reports/csls2011-09.pdf