research
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05/17/2022
Do Neural Networks Compress Manifolds Optimally?
Artificial Neural-Network-based (ANN-based) lossy compressors have recen...
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02/10/2022
On One-Bit Quantization
We consider the one-bit quantizer that minimizes the mean squared error ...
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06/05/2021
Principal Bit Analysis: Autoencoding with Schur-Concave Loss
We consider a linear autoencoder in which the latent variables are quant...
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11/18/2019