infonet-economy

Boonlert, Jitmaneeroj; Lamla, Michael J.; Wood, Andrew

We propose a new method for input variable selection in nonlinear regression. The method is embedded into a kernel regression machine that can model general nonlinear functions, not being a priori limited to additive models. This is the first kernel-based variable selec- tion method applicable to large datasets. It sidesteps the typical poor scaling properties of kernel methods by...

Background: While representation learning techniques have shown great promise in application to a number of different NLP tasks, they have had little impact on the problem of ontology matching. Unlike past work that has focused on feature engineering, we present a novel representation learning approach that is tailored to the ontology matching task. Our approach is based on embedding...

For multiple decades, activists have sought to institute an international legal regime that limits the ability of despotic governments to borrow money and then shift those obligations onto more democratic successor governments. Our goal in this article is to raise the possibility of an alternate legal path to raising the costs of borrowing for despotic regimes. All countries have...

Web platforms and applications are generating a normalized environment for users to consume information. This process of making the Internet experience “clickable” and “fun” comes at a price: we are less inclined to face important decisions on how applications work, data are handled, or how algorithms decide. This article will examine the possibility of shifting from predetermined...

Consumer behaviour is often complex and even sometimes not economically rational. Wrongly, the first techno-economic energy planning models assumed the economic rationality hypothesis and, therefore, represented consumers’ behaviour incorrectly. Nevertheless, the current trend is to couple these models with behavioural approaches that were specially developed to describe the real...

This paper develops a formal strategy to calculate current accounts with retained earnings (RE) on equity investment and analyzes their adjustment during the global financial crisis. RE are the part of companies' profits which are reinvested and not distributed to shareholders as dividends. International statistical standards treat RE on foreign direct investment and RE on portfolio...

Expectations are key in modern macroeconomics. However, due to their scant measurability, policymakers often rely on survey data. It is thus of critical importance to know the limits of survey data use. We look at inflation expectations as measured through the Deloitte CFO Survey Switzerland and respondents' sensitivity to question ordering thereof. In particular, we investigate...