The 15th International Conference on Algorithmic Learning Theory

AND

The 7th International Conference on Discovery Science

Padova University, Padova, Italy October 2 - 5, 2004

TUTORIALS FOR ALT 2004 AND DS 2004

October 2, Morning

October 2, Afternoon

Statistical Bases of Machine Learning Bruno Apolloni (Università degli Studi di Milano, Italy) Title: Foundations Abstract. Bruno Apolloni and Dario Malchiodi (Università degli Studi di Milano, Italy) Title: Machine Learning Abstract.

Statistical Mechanical Methods in Learning Toshiyuki Tanaka (Tokyo Metropolitan University, Tokyo, Japan) Title: Statistical Learning in Digital Wireless Communications Abstract. Yoshiyuki Kabashima (Tokyo Institute of Technology) Title: A BP-Based Algorithm for Performing Bayesian Inference in Large Networks of Perceptron-Type Abstract. Manfred Opper (Southampton University) Title: Approximate Inference in Probabilistic Models Abstract.