Prediction algorithms and confidence measures based on algorithmic randomness theory
Theoretical Computer Science - Natural computing
Comparing the Bayes and Typicalness Frameworks
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Inductive Confidence Machines for Regression
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Reliable Classifications with Machine Learning
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Computationally Efficient Transductive Machines
ALT '00 Proceedings of the 11th International Conference on Algorithmic Learning Theory
Asymptotic Optimality of Transductive Confidence Machine
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
Making Reliable Diagnoses with Machine Learning: A Case Study
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Pattern Recognition and Density Estimation under the General i.i.d. Assumption
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
A Universal Well-Calibrated Algorithm for On-line Classification
The Journal of Machine Learning Research
Transductive machine learning for reliable medical diagnostics
Journal of Medical Systems - Special issue: Computer-based medical systems
Open Set Face Recognition Using Transduction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detecting outliers using transduction and statistical testing
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Quality assessment of individual classifications in machine learning and data mining
Knowledge and Information Systems
Criterion of calibration for transductive confidence machine with limited feedback
Theoretical Computer Science - Algorithmic learning theory
Well-calibrated predictions from on-line compression models
Theoretical Computer Science - Algorithmic learning theory
Strangeness-based feature weighting and classification of gene expression profiles
Proceedings of the 2008 ACM symposium on Applied computing
Linguistics and face recognition
Journal of Visual Languages and Computing
Open world face recognition with credibility and confidence measures
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Subsets more representative than random ones
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Robust face recognition strategies using feed-forward architectures and parts
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Transductive reliability estimation for medical diagnosis
Artificial Intelligence in Medicine
Quantifying the reliability of fault classifiers
Information Sciences: an International Journal
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