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07/05/2023
Sumformer: Universal Approximation for Efficient Transformers
Natural language processing (NLP) made an impressive jump with the intro...
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09/03/2019
Non-uniform recovery guarantees for binary measurements and infinite-dimensional compressed sensing
Due to the many applications in Magnetic Resonance Imaging (MRI), Nuclea...
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07/29/2019
On the stable sampling rate for binary measurements and wavelet reconstruction
This paper is concerned with the problem of reconstructing an infinite-d...
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07/29/2019
Linear reconstructions and the analysis of the stable sampling rate
The theory of sampling and the reconstruction of data has a wide range o...
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06/04/2019
What do AI algorithms actually learn? - On false structures in deep learning
There are two big unsolved mathematical questions in artificial intellig...
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01/17/2019