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01/20/2022
Kernel Methods and Multi-layer Perceptrons Learn Linear Models in High Dimensions
Empirical observation of high dimensional phenomena, such as the double ...
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12/21/2021
Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations
Improving generalization is a major challenge in audio classification du...
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01/19/2021
Implicit Bias of Linear RNNs
Contemporary wisdom based on empirical studies suggests that standard re...
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05/06/2020
Low-Rank Nonlinear Decoding of μ-ECoG from the Primary Auditory Cortex
This paper considers the problem of neural decoding from parallel neural...
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05/01/2020