Nicholas Cain

2 papers · 2021–2022 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)

Conferences

AISTATS (1) NIPS (1)

Top co-authors

Jonathon Shlens (2) Rebecca Roelofs (1) Becca Roelofs (1) Michael Mozer (1) Michael C. Mozer (1) Balaji Lakshminarayanan (1) Archit Karandikar (1) Dustin Tran (1)

Keywords

confidence calibration (1) uncertainty estimation (1) model reliability (1) temperature scaling (1) calibration error (1) expected calibration error (1) neural network calibration (1) cross entropy loss (1) statistical bia (1)

Papers

Mitigating Bias in Calibration Error Estimation AISTATS 2022

Soft Calibration Objectives for Neural Networks NIPS 2021