research
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06/16/2023
The Information Bottleneck's Ordinary Differential Equation: First-Order Root-Tracking for the IB
The Information Bottleneck (IB) is a method of lossy compression. Its ra...
research
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06/22/2022
Root Tracking for Rate-Distortion: Approximating a Solution Curve with Higher Implicit Multivariate Derivatives
The rate-distortion curve captures the fundamental tradeoff between comp...
research
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03/03/2021