David Widmann

4 papers · 2019–2023 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

AISTATS (1) ICLR (1) NIPS (1) UAI (1)

Top co-authors

Fredrik Lindsten (4) Dave Zachariah (2) Jacob Roll (1) Arthur Gretton (1) Pierre Glaser (1) Thomas Schön (1) Juozas Vaicenavicius (1) Carl Andersson (1)

Keywords

model calibration (3) uncertainty quantification (2) nonparametric testing (1) expected calibration error (1) stein discrepancy (1) reliability diagram (1) probabilistic classification (1) kernel methods (1) maximum calibration error (1) multi-class classification (1)

Papers

Fast and scalable score-based kernel calibration tests UAI 2023

Calibration tests beyond classification ICLR 2021

Calibration tests in multi-class classification: A unifying framework NIPS 2019

Evaluating model calibration in classification AISTATS 2019