Gradient Ascent

3rd AI wave, Neurosymbolic AI, System 1 and 2 DL

Apr 14

Graph theory, graph convolutional networks, knowledge graphs

Feb 7

Protein folding problem, molecular dynamic simulation, AlphaFold

Dec 7, 2020

Stochastic gradient descent, automatic differentiation, saddle points

Nov 23, 2020

Data infrastructure, prescriptive analytics, reference architectures

Nov 16, 2020

Invariance, perception, accidental viewpoints

Oct 25, 2020

Infrastructure abstraction, future of serverless

Oct 18, 2020

Deep RL, representation learning, neuroscience, rewards

Oct 11, 2020

Business process automation, workflow automation, DAGs

Oct 4, 2020

Causality, invariance, program induction

Sep 27, 2020

AI/human alignment, explainability, human decision making

Sep 21, 2020

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