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Ruhi Sharmin

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#artificial intelligence Preprint Sep 2026

On The Robustness-Resolution Tradeoff In Temporal Quantization Of Event Streams

This work defines a class of nonnegative, mass-preserving, resolution-faithful continuous encoders and proves that every encoder in this class has global L1 sensitivity at least 2/Delta, where Delta denotes bin width, and shows that linear two-bin interpolation attains this limit.

Sayeed Shafayet Chowdhury, Ruhi Sharmin, Syed Ishtiaque Ahmed · 0 citations

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