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IJCAI
2007
15 years 8 months ago
A Machine Learning Approach for Statistical Software Testing
Some Statistical Software Testing approaches rely on sampling the feasible paths in the control flow graph of the program; the difficulty comes from the tiny ratio of feasible p...
Nicolas Baskiotis, Michèle Sebag, Marie-Cla...
NIPS
2007
15 years 8 months ago
Bundle Methods for Machine Learning
We present a globally convergent method for regularized risk minimization problems. Our method applies to Support Vector estimation, regression, Gaussian Processes, and any other ...
Alex J. Smola, S. V. N. Vishwanathan, Quoc V. Le
AAAI
2006
15 years 8 months ago
Activity-Centric Email: A Machine Learning Approach
Nicholas Kushmerick, Tessa A. Lau, Mark Dredze, Ri...
AAAI
2006
15 years 8 months ago
Machine Life-Long Learning with csMTL Networks
Daniel L. Silver, Ryan Poirier