Computational learning theory: survey and selected bibliography
STOC '92 Proceedings of the twenty-fourth annual ACM symposium on Theory of computing
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
An improved boosting algorithm and its implications on learning complexity
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Learning from a population of hypotheses
COLT '93 Proceedings of the sixth annual conference on Computational learning theory
Amplification of weak learning under the uniform distribution
COLT '93 Proceedings of the sixth annual conference on Computational learning theory
Conservativeness and monotonicity for learning algorithms
COLT '93 Proceedings of the sixth annual conference on Computational learning theory
Experiments on multistrategy learning by meta-learning
CIKM '93 Proceedings of the second international conference on Information and knowledge management
Learning DNF over the uniform distribution using a quantum example oracle
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
Noise-tolerant parallel learning of geometric concepts
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
Specification and simulation of statistical query algorithms for efficiency and noise tolerance
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
Towards the learnability of DNF formulae
STOC '96 Proceedings of the twenty-eighth annual ACM symposium on Theory of computing
On restricted-focus-of-attention learnability of Boolean functions
COLT '96 Proceedings of the ninth annual conference on Computational learning theory
On Restricted-Focus-of-Attention Learnability of Boolean Functions
Machine Learning - Special issue on the ninth annual conference on computational theory (COLT '96)
More efficient PAC-learning of DNF with membership queries under the uniform distribution
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
Boosted mixture of experts: an ensemble learning scheme
Neural Computation
STOC '02 Proceedings of the thiry-fourth annual ACM symposium on Theory of computing
Boosting and Hard-Core Set Construction
Machine Learning
On Using Extended Statistical Queries to Avoid Membership Queries
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Toward a Computational Theory of Data Acquisition and Truthing
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
FOCS '99 Proceedings of the 40th Annual Symposium on Foundations of Computer Science
On using extended statistical queries to avoid membership queries
The Journal of Machine Learning Research
On boosting with polynomially bounded distributions
The Journal of Machine Learning Research
Designing neural network architectures for pattern recognition
The Knowledge Engineering Review
Classifier combination schemes in speech impediment therapy systems
Acta Cybernetica
EROS: Ensemble rough subspaces
Pattern Recognition
Boosting and other ensemble methods
Neural Computation
A cluster-based resampling method for pseudo-relevance feedback
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Cortical Surface Thickness as a Classifier: Boosting for Autism Classification
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
The uniform hardcore lemma via approximate Bregman projections
SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms
Is bagging effective in the classification of small-sample genomic and proteomic data?
EURASIP Journal on Bioinformatics and Systems Biology - Special issue on applications of signal procesing techniques to bioinformatics, genomics, and proteomics
Robust servo-control for underwater robots using banks of visual filters
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Human daily activity recognition in robot-assisted living using multi-sensor fusion
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Maps ensemble for semi-supervised learning of large high dimensional datasets
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Hierarchical distributed data classification in wireless sensor networks
Computer Communications
A proposal for a configurable silver standard
LAW IV '10 Proceedings of the Fourth Linguistic Annotation Workshop
Small-sample error estimation for bagged classification rules
EURASIP Journal on Advances in Signal Processing - Special issue on genomic signal processing
Study of the behavior of a new boosting algorithm for recurrent neural networks
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Predicting chaotic time series by boosted recurrent neural networks
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
On attribute efficient and non-adaptive learning of parities and DNF expressions
COLT'05 Proceedings of the 18th annual conference on Learning Theory
A graph-based feature combination approach to object tracking
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
ADANET: inferring gene regulatory networks using ensemble classifiers
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
A deterministic resampling method using overlapping document clusters for pseudo-relevance feedback
Information Processing and Management: an International Journal
Fast decorrelated neural network ensembles with random weights
Information Sciences: an International Journal
Multi-label automatic indexing of music by cascade classifiers
Web Intelligence and Agent Systems
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