Policymakers have recently expressed concerns over the role of recommendation algorithms and their role in forming "filter bubbles". This is a particularly prescient concern in the context of extremist content online; these algorithms may promote extremist content at the expense of more moderate...

Intro -- Contents -- About the Contributors -- The Progressive Power of Creative Destruction -- I: Jobs, Living Standards and Well-Being -- Translating Innovation Into Increases in Living Standards -- Good Jobs in an Era of Technological Disruption -- The Promise of Data Innovation -- The...

<span><span>This publication focuses on how the Capital Markets Union might lead to tangible gains in investment and jobs growth. Based on a micro analysis of the challenges faced by growth and innovative firms in six large member states, the report proposes a bottom-up policy agenda to complement the EU's...</span></span>

Canonical correlation analysis (CCA) describes the relationship between two sets of variables by finding linear combinations of the variables with maximal correlation. A sparse version of CCA is proposed that reduces the chance of including unimportant variables in the canonical variates and...

Conditional independence graphs are now widely applied in science and industry to display interactions between large numbers of variables. However, the computational load of structure identification grows with the number of nodes in the network and the sample size. A tailored version of the PC...