From on-line to batch learning
COLT '89 Proceedings of the second annual workshop on Computational learning theory
Journal of Computer and System Sciences
Machine Learning
Algorithmic stability and sanity-check bounds for leave-one-out cross-validation
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
Cross-validation for binary classification by real-valued functions: theoretical analysis
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
2003 Index, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25
IEEE Transactions on Pattern Analysis and Machine Intelligence
Lower Bounds for Training and Leave-One-Out Estimates of the Generalization Error
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
No Unbiased Estimator of the Variance of K-Fold Cross-Validation
The Journal of Machine Learning Research
A comparison of tight generalization error bounds
ICML '05 Proceedings of the 22nd international conference on Machine learning
Semi-analytical method for analyzing models and model selection measures based on moment analysis
ACM Transactions on Knowledge Discovery from Data (TKDD)
Computational Statistics & Data Analysis
Conditional probability tree estimation analysis and algorithms
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Artificial Intelligence in Medicine
On cross-validation and stacking: building seemingly predictive models on random data
ACM SIGKDD Explorations Newsletter
Learning Bayesian network classifiers by risk minimization
International Journal of Approximate Reasoning
Generalization error bounds using unlabeled data
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Data dependent concentration bounds for sequential prediction algorithms
COLT'05 Proceedings of the 18th annual conference on Learning Theory
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Learning from evolving data streams: online triage of bug reports
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Ad click prediction: a view from the trenches
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Using automated performance modeling to find scalability bugs in complex codes
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
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