Learning Theory from First Principles [pdf]

https://www.di.ens.fr/~fbach/ltfp_book.pdf

Unlocking the Mind: The Power of Evidence-Based Psychology

#Psychology #MentalHealth #EvidenceBased #Mindfulness #CognitivePsychology #Psychotherapy #Wellbeing #Neuroscience #LearningTheory #MindfulnessInterventions #HumanBehavior #MentalHealthAwareness #PsychologyFacts #GrowthMindset #Exploration

https://youtube.com/shorts/_wPLDzUegBo?feature=share

Why the Godfather of A.I. Fears What He’s Built

https://www.newyorker.com/magazine/2023/11/20/geoffrey-hinton-profile-ai #AI #NeuralNetworks #Connectionism #LearningTheory #Backpropagation #Feelings

Now in stock! Demonstrating how #learning theories are applicable to a variety of real-world contexts, this book will help #library workers better understand how people learn so that they can improve support for #instruction on their campuses and in their communities. https://www.alastore.ala.org/learningtheory

#Introdiction : I'm a mathematician moving towards data science topics, based in Chile. Some interests:
#geometry #datageometry #discretegeometry #materialscience
#hyperbolicneuralnetwork
#GraphNeuralNetwork #GNNs
#topology #TDA #metricspaces
#equivariantneuralnetwork #enns #convolutionalneuralnetwork #networkscience
#computationalchemistry #dft #pinns
#optimaltransport
#learningTheory #generalization
#expressivity
#marinescience #biodiversity #oceanscience
#phylogenetics

I got a suggestion to use hashtags to help kickstart my network here. So here's a hashtag-dense list of my interests:

I'm a data-focused #machinelearning engineer at #Apple, working with #PyTorch, #Spark, and #Python which I write with a #Haskell accent. I used to work in #LearningTheory at the ANU.

I enjoy long distance #running and #trailrunning and recently finished my first #ultramarathon.

In my spare time I make electronic #modularsynth / #eurorack music and play #jazz #piano and #bass.