Deep Learning 10: Meta learning and manifold learning

Описание к видео Deep Learning 10: Meta learning and manifold learning

Slides: https://cwkx.github.io/data/teaching/...
Twitter:   / cwkx  
Playlist:    • Deep Learning Lectures  

Manifold learning
NLDR with DNNs
t-SNE and UMAP on DNNs
designing tailored embeddings
Jonker-Volgenant assignment
Meta learning
thinking in distributions
the distribution of all data...
...and of all tasks
definition
the meta learning support set
metric, optimisation and model-based
Looking forward
meta learning datasets
large-scale generative models
machine reasoning and risk
take away points

#metalearning #reasoning #deeplearning #manifolds #distributions #NLDR #manifoldlearning #tSNE #Jonker #Volgenant #machinereasoning

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