Davin Hill
6 papers
· 2022–2025
· 3 conferences
· across top CS/AI conferences
Achievements
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(6)
🌉
Interdisciplinary Bridge
📈
Trend Setter
Conferences
AISTATS (3)
ICLR (2)
NIPS (1)
Top co-authors
Keywords
feature attribution
(2)
neural network interpretability
(1)
model interpretability
(1)
gaussian process
(1)
local smoothness
(1)
feature interaction
(1)
decision boundary
(1)
post-hoc explanation
(1)
relu network
(1)
shap value
(1)
explainer robustness
(1)
probabilistic lipschitzness
(1)
prediction function
(1)
stein's lemma
(1)
uncertainty quantification
(1)
hessian estimation
(1)
Papers
Axiomatic Explainer Globalness via Optimal Transport
AISTATS 2025