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most citedCritical Slowing Down Near Topological Transitions in Rate-Distortion Problems

4 citations · 5 across the 3 of their papers we have counts for

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cs.IT2023★ 1 cited

The Information Bottleneck's Ordinary Differential Equation: First-Order Root-Tracking for the IB

Shlomi Agmon

The Information Bottleneck (IB) is a method of lossy compression of relevant information. Its rate-distortion (RD) curve describes the fundamental tradeoff between input compressio…