Homework 5 (assigned 11/30/1999, due 12/09/1999): Using NeuroSolutions, Hugin, and Bayesian Knowledge Discoverer Machine problem - MS Word 97 format
Paper Reviews
(Last updated 10/08/1999)
Due Thursday, 9/2/1999: "A Theory of the Learnable", L. G. Valiant.
Due Thursday, 9/9/1999: "The Need for Biases in Learning Generalizations", T. M. Mitchell.
Due Thursday, 9/16/1999: "Learning by Experimentation: Acquiring and Refining Problem-Solving Heuristics", T. M. Mitchell, P. E. Utgoff, and R. Banerji.
Due Thursday, 9/23/1999: "MDL and Categorical Theories (Continued)", J. R. Quinlan.
Due Thursday, 9/30/1999: "Learning in Natural Language", D. Roth.
Due Thursday, 10/7/1999: "A Theory of Inferred Causation", J. Pearl and T. S. Verma.
Due Thursday, 10/14/1999: "Feature Discovery by Competitive Learning", D. E. Rumelhart and D. Zipser.
Due Thursday, 10/21/1999: "The Future of Time Series: Learning and Understanding", N. A. Gershenfeld and A. S. Weigend, Sections 1-4.
Due Thursday, 10/28/1999: "Learning to Predict by the Method of Temporal Differences", R. Sutton, Sections 1-3, 6, and 7.
Due Thursday, 11/4/1999: "Connectionist Learning Procedures", G. E. Hinton, Sections 6-10.
Due Thursday, 11/11/1999: "Bagging, Boosting, and C4.5", J. R. Quinlan.
Due Thursday, 11/18/1999: "Classifier Systems and Genetic Algorithms", L. B. Booker, D. E. Goldberg, and J. H. Holland.
Due Thursday, 11/30/1999: "An Approach to Combining Explanation-Based and Neural Network Algorithms", J. W. Shavlik and G. G. Towell.