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$O(n)$ Connections are Expressive Enough: Universal Approximability of Sparse Transformers.
Chulhee Yun
Yin-Wen Chang
Srinadh Bhojanapalli
Ankit Singh Rawat
Sashank J. Reddi
Sanjiv Kumar
Published in:
CoRR (2020)
Keyphrases
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high dimensional
sparse data
sparse representation
elastic net
data mining
compressed sensing
compressive sensing
approximation algorithms
neural network
sparse coding
dictionary learning
linear combination
optical flow
information retrieval
sparse matrix
kolmogorov complexity
signal recovery