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AutoML/Neural network for architecture search


Term:

IAP

Department:

MAS: Media Arts and Sciences

Faculty Supervisor:

Ramesh Raskar

Faculty email:

raskar@mit.edu

Apply by:

December

Contact:

Abhishek Singh: abhi24@mit.edu

Project Description

Neural architecture search is one of the sub-domain of meta-learning where we try to learn the topology of the neural network that could best perform on the given dataset. In this project, you would be working on a novel design for architecture search that would change the way it is currently done.

Pre-requisites

Basics of deep learning/neural networks and its corresponding math. Experience with Pytorch.