Madeleine Udell

Assistant Professor, Stanford University

1 paper at NeurIPS 2025

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Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Turbocharging Gaussian Process Inference with Approximate Sketch-and-Project

#607 · Pratik Rathore, Zachary Frangella, Sachin Garg, Shaghayegh Fazliani, Michal Derezinski, Madeleine Udell

We develop a distributed, approximate, accelerated sketch-and-project method that scales Gaussian process inference to hundreds of millions of samples.