Thomas Petsche

Books by this Editor

Selecting Good Models
Edited By Thomas Petsche, Stephen José Hanson, Jude Shavlik
This is the third in a series of edited volumes exploring the evolving landscape of learning systems research which spans theory and experiment, symbols and signals. It continues the exploration of the synthesis of the machine learning subdisciplines begun in volumes I and II. The nineteen contributions cover learning theory, empirical comparisons of learning algorithms, the use of prior...
Intersections between Theory and Experiment
Edited By Stephen José Hanson, Michael J. Kearns, Thomas Petsche, Ronald L. Rivest
As with Volume I, this second volume represents a synthesis of issues in three historically distinct areas of learning research: computational learning theory, neural network research, and symbolic machine learning. While the first volume provided a forum for building a science of computational learning across fields, this volume attempts to define plausible areas of joint research: the...