Sameer Deshpande

2 papers · 2020–2022 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird

Conferences

AISTATS (1) NIPS (1)

Top co-authors

Soumya Ghosh (2) Tamara Broderick (2) Tin D. Nguyen (1) Tin D Nguyen (1) William T. Stephenson (1) Will Stephenson (1) Mikhail Yurochkin (1)

Keywords

model selection (1) model evaluation (1) constrained optimization (1) empirical risk minimization (1) gaussian process (1) sensitivity analysis (1) function smoothness (1) structured datum (1) kernel methods (1) approximate method (1) structured model (1) kernel choice (1) squared exponential (1)

Papers

Measuring the robustness of Gaussian processes to kernel choice AISTATS 2022

Approximate Cross-Validation for Structured Models NIPS 2020