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DAGM
2004
Springer
15 years 10 months ago
Predictive Discretization During Model Selection
We present an approach to discretizing multivariate continuous data while learning the structure of a graphical model. We derive the joint scoring function from the principle of p...
Harald Steck, Tommi Jaakkola
ML
2002
ACM
167views Machine Learning» more  ML 2002»
15 years 4 months ago
Linear Programming Boosting via Column Generation
We examine linear program (LP) approaches to boosting and demonstrate their efficient solution using LPBoost, a column generation based simplex method. We formulate the problem as...
Ayhan Demiriz, Kristin P. Bennett, John Shawe-Tayl...
GECCO
2000
Springer
108views Optimization» more  GECCO 2000»
15 years 8 months ago
A Multi-Adaptive Agent Model of Generator Bidding in the UK Market in Electricity
ected Abstracts for the First International Workshop on Learning Classifier System (IWLCS92), 1992. October 6
Anthony J. Bagnall
ICML
1997
IEEE
16 years 5 months ago
Hierarchical Explanation-Based Reinforcement Learning
Explanation-Based Reinforcement Learning (EBRL) was introduced by Dietterich and Flann as a way of combining the ability of Reinforcement Learning (RL) to learn optimal plans with...
Prasad Tadepalli, Thomas G. Dietterich
ETS
2000
IEEE
90views Hardware» more  ETS 2000»
15 years 4 months ago
Role of Contracts in Enhancing Community Building in Web Courses
Project-based work via telecommunications requires the instructor and the students to take explicit steps to create an on-line community that is focused on high quality learning a...
Karen L. Murphy, Sue E. Mahoney, Tina J. Harvell