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Prediction Games
In many applications one is faced with the problem of inferring some functional relation between input and output variables from given data. Consider, for instance, the task of email spam filtering where one seeks to find a model which automatically assigns new, previously unseen emails to class spam or non-spam. Building such a predictive model based on observed training inputs (e.g., emails) with corresponding outputs (e.g., spam labels) is a major goal of machine learning. Many learning methods assume that these training data are governed by the same distribution as the test data which the predictive model will be exposed to at application time. That assumption is violated when the test d...
Annual Report
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Makers of Jewish Modernity
A unique reference to leading Jewish figures who helped shape the modern world This superb collection presents more than forty incisive portraits of leading Jewish thinkers, artists, scientists, and other public figures of the last hundred years who, in their own unique ways, engaged with and helped shape the modern world. Makers of Jewish Modernity features entries on political figures such as Walther Rathenau, Rosa Luxemburg, and David Ben-Gurion; philosophers and critics such as Walter Benjamin, Hannah Arendt, Isaiah Berlin, Jacques Derrida, and Judith Butler; and artists such as Mark Rothko. The book provides fresh insights into the lives and careers of novelists like Franz Kafka, Saul B...
Pattern Recognition
This book constitutes the refereed proceedings of the 28th Symposium of the German Association for Pattern Recognition, DAGM 2006. The book presents 32 revised full papers and 44 revised poster papers together with 5 invited papers. Topical sections include image filtering, restoration and segmentation, shape analysis and representation, recognition, categorization and detection, computer vision and image retrieval, machine learning and statistical data analysis, biomedical data analysis, and more.
Lifelong Machine Learning
Lifelong Machine Learning (or Lifelong Learning) is an advanced machine learning paradigm that learns continuously, accumulates the knowledge learned in previous tasks, and uses it to help future learning. In the process, the learner becomes more and more knowledgeable and effective at learning. This learning ability is one of the hallmarks of human intelligence. However, the current dominant machine learning paradigm learns in isolation: given a training dataset, it runs a machine learning algorithm on the dataset to produce a model. It makes no attempt to retain the learned knowledge and use it in future learning. Although this isolated learning paradigm has been very successful, it requir...
Christian Ethics of Creation
Wenn die gewaltigen ökologischen Herausforderungen der Gegenwart bewältigt werden sollen, braucht es klare ethische Orientierungen und tiefe Quellen innerer Kraft. Der Autor reflektiert die Potenziale der christlichen Tradition für eine Ethik und Spiritualität der Schöpfung. Dafür greift er auf biblische und liturgische Impulse ebenso zurück wie auf die Enzyklika Laudato si von Papst Franziskus und setzt sie mit naturwissenschaftlichen, soziologischen und ökonomischen Überlegungen in Beziehung. Auf dieser Grundlage entwickelt es eine Handlungs- und Hoffnungsperspektive, die durch Schwierigkeiten und Enttäuschungen hindurch tragfähig ist.
Empirical Economic and Financial Research
The purpose of this book is to establish a connection between the traditional field of empirical economic research and the emerging area of empirical financial research and to build a bridge between theoretical developments in these areas and their application in practice. Accordingly, it covers broad topics in the theory and application of both empirical economic and financial research, including analysis of time series and the business cycle; different forecasting methods; new models for volatility, correlation and of high-frequency financial data and new approaches to panel regression, as well as a number of case studies. Most of the contributions reflect the state-of-art on the respective subject. The book offers a valuable reference work for researchers, university instructors, practitioners, government officials and graduate and post-graduate students, as well as an important resource for advanced seminars in empirical economic and financial research.
Bartholomäus Ziegenbalg, the Father of Modern Protestant Mission
On the life and works of Bartholomaeus Ziegenbalg, 1683-1719, German Lutheran pastor.
