{"product_id":"computational-learning-theory-4th-european-conference-eurocolt99-nordkirchen-germany-march-29-31-1999-proceedings-9783540657019","title":"Computational Learning Theory: 4th European Conference, Eurocolt'99 Nordkirchen, Germany, March 29-31, 1999 Proceedings","description":"\u003cp\u003e • Author(s): Paul Fischer | Hans U. Simon\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Computer Science\u003c\/p\u003e\u003cp\u003eThis volume contains papers presented at the Fourth European Conference on ComputationalLearningTheory, whichwasheldatNordkirchenCastle, inNo- kirchen, NRW, Germany, from March 29 to 31, 1999. This conference is the fourth in a series of bi-annual conferences established in 1993. TheEuroCOLTconferencesarefocusedontheanalysisoflearningalgorithms and the theory of machine learning, and bring together researchers from a wide variety of related elds. Some of the issues and topics that are addressed include the sample and computational complexity of learning speci c model classes, frameworks modeling the interaction between the learner, teacher and the en- ronment (such as learning with queries, learning control policies and inductive inference), learningwithcomplexmodels(suchasdecisiontrees, neuralnetworks, and support vector machines), learning with minimal prior assumptions (such as mistake-bound models, universal prediction, and agnostic learning), and the study of model selection techniques. We hope that these conferences stimulate an interdisciplinary scienti c interaction that will be fruitful in all represented elds. Thirty- ve papers were submitted to the program committee for conside- tion, and twenty-one of these were accepted for presentation at the conference and publication in these proceedings. In addition, Robert Schapire (AT \u0026amp; T Labs), and Richard Sutton (AT \u0026amp; T Labs) were invited to give lectures and contribute a written version to these proceedings. There were a number of other joint events including a banquet and an excursion to Munster ] . The IFIP WG 1.4 Scholarship was awarded to Andra s Antos for his paper \\Lower bounds on the rate of convergence of nonparametric pattern recognition\".\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":47614585241751,"sku":"9783540657019","price":5712.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783540657019.webp?v=1775094771","url":"https:\/\/atlanticbooks.com\/products\/computational-learning-theory-4th-european-conference-eurocolt99-nordkirchen-germany-march-29-31-1999-proceedings-9783540657019","provider":"Atlantic Books","version":"1.0","type":"link"}