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The multi-volume set LNAI 14169 until 14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2023, which took place in Turin, Italy, in September 2023. The 196 papers were selected from the 829 submissions for the Research Track, and 58 papers were selected from the 239 submissions for the Applied Data Science Track. The volumes are organized in topical sections as follows: Part I: Active Learning; Adversarial Machine Learning; Anomaly Detection; Applications; Bayesian Methods; Causality; Clustering. Part II: Computer Vision; Deep Learning; Fairness; Federated Learning; Few-shot learning; Generative Models;...
The European Central Bank (ECB) was first introduced in the European legal order on the occasion of the Treaty of Maastricht (1992). An official EU institution which is governed by EU law, the ECB of modern times differs vastly from its inception in 1998, which manifests in three main ways: monetary policy options, consideration of concerns other than low inflation in its policy-making, and its role in the Banking Union. This edited collection offers a retrospective and prospective account of the ECB, charting its evolution in detail with chapters written by leading academics and practitioners. Part 1 examines the substantive changes to monetary policy introduced by the ECB as a consequence ...
Exploring how green finance has become a key strategy for the financial industry in the wake of the 2007-08 financial crisis, this timely book critically assesses the current dominant forms of neoliberal green finance. Understanding Green Finance delivers a pioneering analysis of the topic, covering the essential tenets of green finance with an emphasis on critical approaches to mainstream views and presenting alternatives insights and perspectives.
This publication reviews recent developments in emerging East Asian local currency bond markets along with the outlook, risks, and policy options. It covers the 10 members of the Association of Southeast Asian Nations and the People’s Republic of China; Hong Kong, China; and the Republic of Korea.
The impact of globalization of financial markets is a highly debated topic, particularly in recent months when the issue of globalization and contagion of financial distress has become a focus of intense policy debate. The papers in this volume provide an up-to-date overview of the key issues in this debate. While most of the contributions were prepared after the initial outbreak of the current global turmoil and financial crisis, they identify the relative strengths of the risk diversification and risk transmission processes and examine the empirical evidence to date. The book considers the relative roles of banks, nonbank financial institutions and capital markets in both risk diversification and risk transmission. It then evaluates the current status of crisis resolution in a global context, and speculates where to go from here in terms of understanding, resolution, prevention and public policy.
The nature of crises has been transformed significantly in recent years. Shocks have become more intense, widespread, and interlinked. Extreme weather events happen with increasing frequency and ferocity; economic, financial, social, and health shocks quickly spread around the world; conflict and insecurity are a daily reality for millions. The combined effect of more numerous and more powerful shocks, denser interconnections, and existing shortfalls creates a daunting challenge to social development in countries, already struggling to make significant progress on the Sustainable Development Goals.
The first book to reveal how the Federal Reserve holds the key to making us more economically equal, written by an author with unparalleled expertise in the real world of financial policy Following the 2008 financial crisis, the Federal Reserve’s monetary policy placed much greater focus on stabilizing the market than on helping struggling Americans. As a result, the richest Americans got a lot richer while the middle class shrank and economic and wealth inequality skyrocketed. In Engine of Inequality, Karen Petrou offers pragmatic solutions for creating more inclusive monetary policy and equality-enhancing financial regulation as quickly and painlessly as possible. Karen Petrou is a leadi...