Research & Implement autoencoders
Get a deeper understanding of autoencoders as well as autodecoders in the realm of recommendation. Tasks involve but aren't limited to:
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Understand pieces of the math behind it -
Look at various implementations of autoencoders -
Collect and label recommendation papers with focus on autoencoders for writeup -
Gather limitations and hurdles -
Create Prototype Using Autoencoders (start with this process early on)