Date / Heure
Date(s) - 04/10/2019
12h30 - 14h30

Emplacement
Algolia

Catégories

We meet every Friday for a peer-to-peer discussion of a pre-selected machine learning research paper. The paper and discussion is in English.

To have a general idea, you can take a look at https://github.com/krishnakumarsekar/awesome-quantum-machine-learning.

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VIDEOS:

* Quantum Machine Learning https://www.youtube.com/watch?v=DmzWsvb-Un4
* How Quantum Computers Break Encryption https://www.youtube.com/watch?v=lvTqbM5Dq4Q

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GENERAL KNOWLEDGE:

* An introduction to Quantum Computing https://arxiv.org/pdf/0708.0261.pdf
* Shor’s Algorithm https://qudev.phys.ethz.ch/content/QSIT15/Shors%20Algorithm.pdf
* Quantum Machine Learning https://arxiv.org/pdf/1611.09347.pdf

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ALGORITHMS AND MODELS:

* Quantum Neural Networks https://arxiv.org/pdf/quant-ph/0201144.pdf
* Quantum Deep Learning https://arxiv.org/pdf/1412.3489.pdf
* Quantum gradient descent for linear systems and least squares https://arxiv.org/pdf/1704.04992.pdf
* Quantum support vector machine for big data classification https://arxiv.org/pdf/1307.0471.pdf
* Quantum Nearest-Neighbor Algorithms for Machine Learning https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/1401.2142.pdf

https://www.meetup.com/fr-FR/Paris-Machine-Learning-Study-Group-in-English-Meetup/events/264721065/