Cohere Labs - Chuanyang Zheng and Jiankai Sun

other
Cohere Labs - Understanding the Mixture-of-Experts with Nadaraya-Watson Kernel

Date: Dec 19, 2025

Time: 6:00 PM - 7:00 PM

Location: Online

Learning more about MoE routing as Nadaraya–Watson regression and proposes a zero-cost FFN-style kernel-inspired router (KERN) that generalizes softmax/sigmoid routing and performs better using GELU + normalization from first authors!

Chuanyang Zheng is a Machine Learning Researcher at Morgan Stanley and Jiankai Sun is a PhD candidate at Stanford University.

Add event to calendar

Apple Google Office 365 Outlook Outlook.com Yahoo