Cognitive Machine Learning (2): Uncertain Thoughts
She pined in thought,  And with a green and yellow melancholy She sat like Patience on a monument,  Smiling at grief. Was not this love indeed?   In King Lear, Shakespeare stirs a sense of self-consciousness by invoking Patience, sitting up high; isolated in her... Read more
Transfer Learning – Machine Learning’s Next Frontier
Table of contents: What is Transfer Learning? Why Transfer Learning Now? A Definition of Transfer Learning Transfer Learning Scenarios Applications of Transfer Learning Learning from simulations Adapting to new domains Transferring knowledge across languages Transfer Learning Methods Using pre-trained CNN features Learning domain-invariant representations Making representations more similar Confusing... Read more
Cognitive Machine Learning (1): Learning to Explain
Above is an image of the Zaamenkomst panel: one of the best remaining exemplars of rock art from the San people of Southern Africa. As soon as you see it, you are inevitably herded, like the eland in the scene, through a series of thoughts. Does it have a meaning?  Why are the eland running?... Read more
Machine Learning – Stanford
This is a machine learning course Read more