Vmware, Inc.

Naveen Adarsh Petla

Reghuram Vasanthakumari

Aishwary Thakur

Dinesh Babu Thirukondan Gnaneswaran

Ayesha Karim

An example system can provide intelligent continuous learning by updating a machine learning model based on a new dataset. The system can utilize a transfer loss function that does not depend on old datasets used to train the existing model. The system can receive, on a graphical user interface ('GUI'), a selection of configuration criteria including threshold performance for automatic deployment. The new model can be created iteratively based on the configuration criteria. An evaluation of the new model over multiple iterations can be presented on the GUI. In an instance where the new model meets a deployment requirement selected on the GUI, a server can deploy the new model in place of the existing model.

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Bengaluru, India

Naveen Adarsh Petla