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ICML
1998
IEEE
16 years 2 months ago
A Fast, Bottom-Up Decision Tree Pruning Algorithm with Near-Optimal Generalization
In this work, we present a new bottom-up algorithmfor decision tree pruning that is very e cient requiring only a single pass through the given tree, and prove a strong performanc...
Michael J. Kearns, Yishay Mansour
LION
2007
Springer
198views Optimization» more  LION 2007»
15 years 8 months ago
Multiobjective Landscape Analysis and the Generalized Assignment Problem
The importance of tuning a search algorithm for the specific features of the target search space has been known for quite some time. However, when dealing with multiobjective prob...
Deon Garrett, Dipankar Dasgupta
COLT
2005
Springer
15 years 7 months ago
Stability and Generalization of Bipartite Ranking Algorithms
The problem of ranking, in which the goal is to learn a real-valued ranking function that induces a ranking or ordering over an instance space, has recently gained attention in mac...
Shivani Agarwal, Partha Niyogi
BIOCOMP
2006
15 years 3 months ago
The Generalized Topological Overlap Matrix for Detecting Modules in Gene Networks
Systems biologic studies of gene and protein interaction networks have found that these networks are comprised of `modules' (groups of tightly interconnected nodes). Module i...
Andy M. Yip, Steve Horvath
PODC
2000
ACM
15 years 6 months ago
Debugging distributed programs using controlled re-execution
Distributed programs are hard to write. A distributed debugger equipped with the mechanism to re-execute the traced computation in a controlled fashion can greatly facilitate the ...
Neeraj Mittal, Vijay K. Garg