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Marcello Traiola | Lattice

Marcello Traiola

Papers on Lattice

1

Total citations

0

Topics

3

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6

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

Frequent co-authors

Sohaib Errabii (1)Sohaib Errabii (1)Olivier Sentieys (1)Olivier Sentieys (1)

Papers (1)

Mar 18, 2026

Sohaib Errabii +52w ago

KANtize: Exploring Low-bit Quantization of Kolmogorov-Arnold Networks for Efficient Inference

KANs get a 50x BitOps reduction without accuracy loss by quantizing their B-splines down to 2-3 bits and using lookup tables.

Sohaib Errabii, Sohaib Errabii, Olivier Sentieys +3

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Training Efficiency & Optimization

Marcello Traiola (1)