most citedMultidimensional Economic Complexity and Inclusive Green Growth

128 citations

10 papers

cs.LG2022

Differentiating Nonsmooth Solutions to Parametric Monotone Inclusion Problems

Jérôme Bolte, Edouard Pauwels, Antonio Silveti-Falls

We leverage path differentiability and a recent result on nonsmooth implicit differentiation calculus to give sufficient conditions ensuring that the solution to a monotone inclusi…

cs.CY2022★ 11 cited

Understanding Political Divisiveness using Online Participation data from the 2022 French and Brazilian Presidential Elections

Carlos Navarrete, Mariana Macedo, Rachael Colley +8

Digital technologies can augment civic participation by facilitating the expression of detailed political preferences. Yet, digital participation efforts often rely on methods opti…

econ.GN2022★ 9 cited

The Role of Immigrants, Emigrants, and Locals in the Historical Formation of European Knowledge Agglomerations

Philipp Koch, Viktor Stojkoski, César A. Hidalgo

Did migrants make Paris a Mecca for the arts and Vienna a beacon of classical music? Or was their rise a pure consequence of local actors? Here, we use data on more than 22,000 his…

econ.GN2022★ 128 cited

Multidimensional Economic Complexity and Inclusive Green Growth

Viktor Stojkoski, Philipp Koch, César A. Hidalgo

To achieve inclusive green growth, countries need to consider a multiplicity of economic, social, and environmental factors. These are often captured by metrics of economic complex…

math.OC2022★ 2 cited

Automatic differentiation of nonsmooth iterative algorithms

Jérôme Bolte, Edouard Pauwels, Samuel Vaiter

Differentiation along algorithms, i.e., piggyback propagation of derivatives, is now routinely used to differentiate iterative solvers in differentiable programming. Asymptotics is…

econ.EM2022★ 1 cited

Encompassing Tests for Nonparametric Regressions

Elia Lapenta, Pascal Lavergne

We set up a formal framework to characterize encompassing of nonparametric models through the L2 distance. We contrast it to previous literature on the comparison of nonparametric…