curse of dimensionality
2 episodes mention this concept
lexfridmanApr 21, 2023Manolis Kellis on Human Irreplaceability, Evolutionary Layers, and AI as the Next Stage of Information Processing
ScienceAI AlignmentHuman IrreplaceabilityEvolutionary BaggageCognitive Layer- lexfridmanSep 27, 2016
Foundations and Challenges of Deep Learning: Compositionality, Generalization, and Optimization
TechnologyCurse of dimensionalityCompositional modelsDistributed representationsDepth (neural networks)
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Related concepts
Concepts that appear alongside curse of dimensionality across episodes.
- self-replicating ai
- long-term dependencies
- distributed representations
- evolvability
- variational autoencoders (vaes)
- overparameterization (ai models)
- human irreplaceability
- generative adversarial networks (gans)
- recurrent neural networks (rnns)
- high-dimensional optimization landscape
- genetic variants
- attention mechanisms
- ai alignment
- skip connections
- extrapolation
- compositional models
- phylogeny of language
- cognitive layer
- saddle points
- depth (neural networks)