Definition of AdaBoost. Meaning of AdaBoost. Synonyms of AdaBoost

- AdaBoost (short for Adaptive Boosting) is a statistical classification meta-algorithm formulated by Yoav Freund and Robert Schapire in 1995, who won the...
- then developed AdaBoost, an adaptive boosting algorithm that won the prestigious Gödel Prize. Only algorithms that are provable boosting algorithms in...
- demand. AdaBoost Random forest Catboost LightGBM XGBoost Decision tree learning Hastie, T.; Tibshirani, R.; Friedman, J. H. (2009). "10. Boosting and Additive...
- produce a strong learner. It has been shown, for several boosting algorithms (including AdaBoost), that regularization via early stopping can provide guarantees...
- discovered repeatedly in very diverse fields such as machine learning (AdaBoost, Winnow, Hedge), optimization (solving linear programs), theoretical computer...
- or not. Viola–Jones is essentially a boosted feature learning algorithm, trained by running a modified AdaBoost algorithm on Haar feature classifiers...
- LogitBoost is a boosting algorithm formulated by Jerome Friedman, Trevor Hastie, and Robert Tibshirani. The original paper casts the AdaBoost algorithm...
- CoBoosting accomplishes this feat by borrowing concepts from AdaBoost. In both CoTrain and CoBoost the training and testing example sets must follow two properties...
- on AdaBoost. In 2004 he was awarded the Paris Kanellakis Award. He was elected an AAAI Fellow in 2008. Robert Schapire; Yoav Freund (2012). Boosting: Foundations...
- machine learning methods like kernel regression, support vector machines, AdaBoost, structured estimation, among others. For computer vision in particular...