Quantum Machine Learning

Machine Learning Research

Researching quantum analogs of several classical machine learning algorithms (k-NN, SVM, TDA.) The Wikipedia article gives a decent overview of the area, and the following papers give a more in-depth overview of the field and detail how specific quantum machine learning algorithms can be implemented:

These are only the papers that I happened to have read at this point in time, and this is obviously only the tip of the iceberg. If you are interested in this area, I heavily suggest that you read the Wikipedia article, followed by the first two papers listed above, choosing your subsequent path of inquiry from the references thereof. It is an extremely interesting area of research!

As an added bonus, here is a video of a Google talk by Seth Lloyd about quantum machine learning.

If interested in hearing more about this research, feel free to contact me.