Charlotte Peale

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

ICML (2) ALT (1) ICLR (1)

Top co-authors

Omer Reingold (2) Lunjia Hu (2) Vinod Raman (1) Udi Wieder (1) Gustaf Ahdritz (1) Parikshit Gopalan (1) Judy Hanwen Shen (1) Aravind Gollakota (1)

Keywords

sample complexity (1) pac learning (1) fat-shattering dimension (1) metric entropy (1) outcome indistinguishability (1)

Papers

Provable Uncertainty Decomposition via Higher-Order Calibration ICLR 2025

Representative Language Generation ICML 2025

Multigroup Robustness ICML 2024

Metric Entropy Duality and the Sample Complexity of Outcome Indistinguishability ALT 2022