Ensemble learning
http://www.semanlink.net/tag/ensemble_learning
Documents tagged with Ensemble learning[1904.13001] Encoding Categorical Variables with Conjugate Bayesian Models for WeWork Lead Scoring Engine
http://www.semanlink.net/doc/2019/07/_1904_13001_encoding_categoric
> To encode high-cardinality categorical variables, we introduce a technique based on traditional Bayesian statistics. This technique is a paradigm for ensemble modeling, specifically stacking, where the base learner consists of a problem- specific conjugate Bayesian model (CBM)
2019-07-04T01:43:34ZEnsemble Learning to Improve Machine Learning Results
http://www.semanlink.net/doc/2019/07/ensemble_learning_to_improve_ma
2019-07-04T01:38:09ZFinding Similar Quora Questions with BOW, TFIDF and Xgboost
http://www.semanlink.net/doc/2019/07/finding_similar_quora_questions
[Part 2](/doc/?uri=https%3A%2F%2Ftowardsdatascience.com%2Ffinding-similar-quora-questions-with-word2vec-and-xgboost-1a19ad272c0d)
2019-07-02T01:26:01ZRobust Language Representation Learning via Multi-task Knowledge Distillation - Microsoft Research
http://www.semanlink.net/doc/2019/05/robust_language_representation_
Related to [this](/doc/?uri=https%3A%2F%2Farxiv.org%2Fabs%2F1901.11504).
2019-05-19T23:16:17ZWhat is the difference between gradient boosting and adaboost? - Quora
https://www.quora.com/What-is-the-difference-between-gradient-boosting-and-adaboost
2019-01-15T11:43:35ZFinding Similar Quora Questions with Word2Vec and Xgboost
https://towardsdatascience.com/finding-similar-quora-questions-with-word2vec-and-xgboost-1a19ad272c0d
[Part 1](/doc/2019/07/finding_similar_quora_questions)
2018-11-25T10:35:08Z"Deep Learning Based Imbalanced Data Classification and Information Retrieval for Multimedia Big Data" by Yilin Yan
https://scholarlyrepository.miami.edu/oa_dissertations/2145/
(phD thesis) CNN with a bootstrapping strategy
2018-11-08T18:24:42ZWhat is the difference between Bagging and Boosting?
https://quantdare.com/what-is-the-difference-between-bagging-and-boosting/
2018-11-08T18:13:31ZHow to boost a Keras based neural network using AdaBoost? - Stack Overflow
https://stackoverflow.com/questions/39063676/how-to-boost-a-keras-based-neural-network-using-adaboost
2018-10-28T01:00:34ZCost-Sensitive Boosting for Classification of Imbalanced Data (2007)
https://uwspace.uwaterloo.ca/bitstream/handle/10012/3000/thesis.pdf
The proposed cost-sensitive boosting algorithms are applicable to any base classifier where AdaBoost can be applied
2018-10-27T23:55:46ZOutlier Detection with Isolation Forest – Towards Data Science
https://towardsdatascience.com/outlier-detection-with-isolation-forest-3d190448d45e
2018-10-15T13:27:09Z