renatocan @renatocan@scholar.social

Download a free copy of the full book - Deep Learning with PyTorch https://pytorch.org/deep-learning-with-pytorch

Carnegie Mellon University researcher Latanya Sweeny showed that with just a list of gender, date of birth, and five digit zip code, you can uniquely identify 87% of USA citizens https://dataprivacylab.org/projects/identifiability/paper1.pdf #privacy

COVID-19 - What makes forecasting hard? https://robjhyndman.com/hyndsight/forecasting-covid19/

Mathematics for Machine Learning https://mml-book.github.io/

The Science Behind the Butterfly Effect https://www.youtube.com/watch?v=fDek6cYijxI

Foundations Built for a General Theory of Neural Networks https://www.quantamagazine.org/foundations-built-for-a-general-theory-of-neural-networks-20190131/

Tutorial on algorithmic differentiation, the tool that underlies modern #machinelearning https://github.com/MikeInnes/diff-zoo

A neural network-based system for text-to-speech synthesis that clones voices after listening for 5 seconds https://www.youtube.com/watch?v=0sR1rU3gLzQ https://arxiv.org/abs/1806.04558

8 Scientific Papers That Were Rejected Before Going on to Win a Nobel Prize https://www.sciencealert.com/these-8-papers-were-rejected-before-going-on-to-win-the-nobel-prize

New paper: An Adaptive Sampling Technique for Graph Diffusion LMS Algorithm https://www.renatocandido.org/2019/09/new-paper-an-adaptive-sampling-technique-for-graph-diffusion-lms-algorithm/

The intelligence community has plans for a telescope network that can see not just a blob in orbit but details such as a satellite’s solar panels https://www.wired.com/story/how-americas-spooks-seek-to-spy-on-distant-satellites/

How are differential equations related to neural networks? https://podcast.datascienceathome.com/e/episode-57-neural-networks-with-infinite-layers/

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models https://arxiv.org/abs/1905.08233v1 https://www.youtube.com/watch?v=p1b5aiTrGzY

Nice post on LSTM networks https://colah.github.io/posts/2015-08-Understanding-LSTMs/

#Blockchain Solutions for Scientific Publishing https://medium.com/crypto3conomics/blockchain-solutions-for-scientific-publishing-ef4b4e79ae2

UC terminates subscriptions with world’s largest scientific publisher in push for #openaccess to publicly funded research https://www.universityofcalifornia.edu/press-room/uc-terminates-subscriptions-worlds-largest-scientific-publisher-push-open-access-publicly

Differentiation and Integration https://xkcd.com/2117/

https://engrxiv.org/ engineering archive preprints

Hacking math education with #Python https://opensource.com/article/19/1/hacking-math

How simple ideas lead to scientific discoveries https://ed.ted.com/lessons/how-simple-ideas-lead-to-scientific-discoveries