Carlos E. PerezNano-Empathic Emergence — A Different Kind of Meta-LearningDeep Learning researchers like to use the moniker ‘Meta Learning’ as a catch-all expression for “learning how to learn”. I’ve written…Dec 30, 20192Dec 30, 20192
Carlos E. PerezA New Theory of Information EmergenceThe Constructor Theory of Information (Deutsch and Marletto) is one of the more compelling explanations of the nature of information that…Mar 4, 20196Mar 4, 20196
Carlos E. PerezWhy Randomness should be Embraced and Not FearedPreviously I wrote about how the design strategy of biology differs from the design strategy of human technology. The difference can be…Feb 14, 20195Feb 14, 20195
Carlos E. PerezRecombinant Programming: A New Kind of ProgrammingI want to discuss with you today four different kinds of programming. This framework should help you better understand the uniqueness of…Feb 14, 20192Feb 14, 20192
Carlos E. Perez10 Predictions for Deep Learning in 2019The year 2018 is ending and its now time for a new set of Deep Learning predictions for 2019. Here are my previous predictions and…Dec 31, 20181Dec 31, 20181
Carlos E. PerezWhy Stylistic GANs are So DeceptiveNVidia shocked the world again by its release of A Style-Based Generator Architecture for Generative Adversarial Network (GAN). A year…Dec 14, 20181Dec 14, 20181
Carlos E. PerezThe 5 Kinds of Problems where Deep Learning is ApplicableWhat’s not apparent to many practitioners and researchers in Deep Learning is that the rich variety of methods developed over the past…Dec 1, 2018Dec 1, 2018
Carlos E. Perez2018 Retrospective on 10 Deep Learning PredictionsWe are very quickly nearing the end of 2018. As I have done in previous years, this is a retrospective of my prediction for Deep Learning…Dec 1, 20183Dec 1, 20183
Carlos E. PerezFake Intuitive Explanations in AICassie Kozyrkov has just written a good take on why “Explainable AI won’t deliver”. Her take is the best survey of ideas I have seen on…Nov 19, 20182Nov 19, 20182
Carlos E. PerezOptimal Transport Theory the New Math for Deep LearningSo there’s this mathematician who also happens to be a member of parliament of the French government. Cédric Villani, fields medalist in…Nov 17, 20183Nov 17, 20183
