Latticethe structure behind the noise

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Anantha Chandrakasan | Lattice

Anantha Chandrakasan

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Distributed Systems & Hardware (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

Frequent co-authors

Jack Cook (1)Jack Cook (1)Hyemin S. Lee (1)Hyemin S. Lee (1)

Papers (1)

Mar 30, 2026

Jack Cook +122d ago

Adaptive Block-Scaled Data Types

By cleverly repurposing an unused sign bit, IF4 achieves superior quantization performance compared to NVFP4 without increasing bit-width.

Jack Cook, Jack Cook, Hyemin S. Lee +10

Distributed Systems & Hardware Inference & Quantization Training Efficiency & Optimization

Junxian Guo (1)

Giovanni Traverso (1)