PHYSICS | MACHINE LEARNING

Recent papers combining the fields of physics - especially quantum mechanics - and machine learning : https://physicsml.github.io/pages/papers.html

Quantum Computers Can Now Do Machine Learning - We Just Need To Build One That Works

https://www.forbes.com/sites/bridaineparnell/2019/03/15/quantum-computers-can-now-do-machine-learning-we-just-need-to-build-one-that-works/#5fbb4aca2135

#ai #ArtificialIntelligence #QuantumComputing #MachineLearning

Exact Gaussian Processes on a Million Data Points

Wang et al.: https://arxiv.org/abs/1903.08114

#DistributedComputing #ParallelComputing #ClusterComputing #MachineLearning

Supervised learning with quantum-enhanced feature spaces

- Vojtěch Havlíček et. al.

Nature Version:
https://www.nature.com/articles/s41586-019-0980-2

Free Access:
https://arxiv.org/pdf/1804.11326

Quantum Circuit Learning : https://dkopczyk.quantee.co.uk/qcl/

Machine learning & artificial intelligence in the quantum domain - An overview of recent advances
paper : https://arxiv.org/abs/1709.02779 @ArtificialIntelligenceArticles

"Quantum MachineLearning (Quantum ML)": An Overview

It is a symbiotic association- leveraging the power of QuantumComputing to produce quantum versions of ML algorithms, and applying classical ML algorithms to analyze quantum systems


link : https://goo.gl/7q54AP

Quantum Machine Learning - Prof. Lilienfeld

Prof. O. Anatole von Lilienfeld of the University of Bassel presented his labs work on Quantum Machine Learning at the 2017 Conference on Neural Information Processing Systems on December 8th

https://goo.gl/DULxh2

Your Cortex Contains 17 Billion Computers

https://medium.com/the-spike/your-cortex-contains-17-billion-computers-9034e42d34f2

From Dark Matter to Galaxies with Convolutional Networks

Zhang et al.: https://arxiv.org/abs/1902.05965

#Cosmology #DeepLearning #Astrophysics #MachineLearning

Three Pioneers in Artificial Intelligence Win Turing Award
https://www.nytimes.com/2019/03/27/technology/turing-award-hinton-lecun-bengio.html

Short summaries of #research papers: a great idea!
https://www.shortscience.org

#artificialintelligence #science

If you want to learn machine learning you can now just go on https://PyTorch.org/ and run the tutorials directly into your own notebook with a CPU or GPU provided by Google in their cloud. It's one click and it's totally free. A great collaboration between Facebook and Google. Now you don't have any reason not to learn AI!

When #deeplearning #AI exceeds subspecialty radiologist performance for chest X-ray interpretation (and at multiple institutions) https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2728630

Reinforcement Learning Will Be 2019's Biggest Trend In Data Science
https://www.forbes.com/sites/quora/2018/10/26/reinforcement-learning-will-be-2019s-biggest-trend-in-data-science/