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The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models.
Anton Razzhigaev
Matvey Mikhalchuk
Elizaveta Goncharova
Ivan V. Oseledets
Denis Dimitrov
Andrey Kuznetsov
Published in:
CoRR (2023)
Keyphrases
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prior knowledge
learning algorithm
learning systems
accurate models
learning process
probabilistic model
learning problems
knowledge acquisition
structured prediction
model selection
online learning
supervised learning
shape model
fuzzy logic
learning models
hidden variables
active learning
reinforcement learning