Can you please refer some newly developed machine learning algorithms which are published in any prestigious journals? for instance:
Article Active Learning with Multiple Localized Regression Models
zero-sum regression for reference point insensitive data analysis
Hi Sujoy,
Your question is a bit general but you can find many publications specially based on deep learning in many well-known journals.
Just type "deep learning+your application" in google scholar and you will find many. Also you can filter it to just see the results for 2017 and 2018
In the context of supervised classification / regression, arguably the most dominant machine learning algorithm nowadays is Xgboost. This refers to both prediction capabilities but also computational efficiency.
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