Machine Learning

• Introduction to Meta-Learning | Nov, 2019

Mini-series on Artificial Neural Networks:

• Motivation | Mar 1, 2019

• Some FUNdamentals | Mar 5, 2019

• Diving into Multilayer Networks | Mar 6, 2019

• Autoencoders | Mar 7, 2019

• Another kind of Neural Networks: RBF | Mar 12, 2019

• Self-Organising Feature Maps | Mar 13, 2019

• Hopfield Nets | Mar 15, 2019

Neuroscience

• Review of Libet's Experiment on free will

How-Tos, Tips, Opinions

• Statistical tests for comparing Machine Learning models | Jan, 2021

• NeurIPS 2020 Takeaways | Dec, 2020

• ML & Irreproducibility | Nov, 2020

• Tips for thesis / long-term projects | Sep, 2020

Some nice reads

A collection of articles or papers on different subjects not written by me.

Ethics & Technology

• What worries me about AI (medium.com) by François Chollet (Founder of Keras)
• The Seven Deadly Sins of AI Predictions (technologyreview.com) by Rodney Brooks
• "I’ve Got Nothing to Hide” and Other Misunderstandings of Privacy (pdf) by Daniel J. Solove
• Fairness and Machine Learning: Limitations and Opportunities (pdf) by Moritz Hardt, Solon Barocas, Arvind Narayanan

Neuroscience

• Libet's Experiment on Free Will(1984) (PDF) by Benjamin Libet et al.
• What the frog's eye tells the frog's brain (PDF) by J.Y. Lettvin (Cognitive Scientist), H.R. Maturana (Biologist), W.S. McCulloch (Neurophysiologist), W.H. Pitts (Mathematician)