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07/20/2023
Long-Tail Theory under Gaussian Mixtures
We suggest a simple Gaussian mixture model for data generation that comp...
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06/25/2023
Autoencoders for a manifold learning problem with a Jacobian rank constraint
We formulate the manifold learning problem as the problem of finding an ...
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11/12/2021
Speeding Up Entmax
Softmax is the de facto standard in modern neural networks for language ...
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03/02/2021
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics
There is an ongoing debate in the NLP community whether modern language ...
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12/23/2019