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Fundamental limits of weak learnability in high-dimensional multi-index models.
Emanuele Troiani
Yatin Dandi
Leonardo Defilippis
Lenka Zdeborová
Bruno Loureiro
Florent Krzakala
Published in:
CoRR (2024)
Keyphrases
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high dimensional
fundamental limits
dimensionality reduction
probabilistic model
parameter estimation
complex systems
statistical models
computer vision
feature selection
computational complexity
nearest neighbor
similarity search
uniform distribution