deep neural networks
Software / App
Current machine learning systems that are described as opaque and not formally specified enough for formal proofs of behavior.
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Videos Mentioning deep neural networks

Mathematical Approaches to Image Processing with Carola Schönlieb
Y Combinator
Modern approaches to image denoising that are increasingly outperforming classical handcrafted methods, though with potential issues in generalization.

Judea Pearl: Causal Reasoning, Counterfactuals, and the Path to AGI | Lex Fridman Podcast #56
Lex Fridman
A type of machine learning model that uses multiple layers of artificial neurons to learn complex patterns from data.

AI & Logical Induction - Computerphile
Computerphile
Current machine learning systems that are described as opaque and not formally specified enough for formal proofs of behavior.