Elizabeth Santorella

2 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 👥 Mega-Team (21)

Conferences

AUTOML (1) NIPS (1)

Top co-authors

Maximilian Balandat (2) David Eriksson (2) Sebastian Ament (2) Eytan Bakshy (2) Mia Garrard (1) Eric Onofrey (1) Miles Olson (1) Shiyun Sunny Shen (1) Bernard Beckerman (1) Benjamin Letham (1)

Keywords

robust regression (1) bayesian inference (1) uncertainty quantification (1) gaussian process (1) outlier robustness (1) bayesian optimization (1) relevance pursuit (1) probabilistic regression (1) sparse outlier (1) log marginal likelihood (1)

Papers

Ax: A Platform for Adaptive Experimentation AUTOML 2025

Robust Gaussian Processes via Relevance Pursuit NIPS 2024