Jake A. Soloff

3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (7) ❓ The Questioner

Conferences

COLT (1) JMLR (1) NIPS (1)

Top co-authors

Rina Foygel Barber (3) Rebecca Willett (3) Zhimei Ren (1) Raphael Rossellini (1)

Keywords

learning theory (1) multiclass classification (1) algorithmic stability (1) argmax relaxation (1) continuous score (1) bootstrap aggregation (1) finite-sample guarantee (1) model stability (1) inflated argmax (1) classifier stability (1)

Papers

Can a calibration metric be both testable and actionable? COLT 2025

Building a stable classifier with the inflated argmax NIPS 2024

Bagging Provides Assumption-free Stability JMLR 2024