Gregory Plumb
7 papers
· 2015–2022
· 4 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(4)
π
Academic Marathon
(7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICML (2)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
model explanation
(2)
interpretable machine learning
(2)
feature selection
(1)
supervised learning
(1)
explainable ai
(1)
fourier analysis
(1)
feature attribution
(1)
model debugging
(1)
local explanation
(1)
counterfactual reasoning
(1)
forward simulation
(1)
fast fourier transform
(1)
post-hoc explanation
(1)
random forest
(1)
user study
(1)
low-dimensional representation
(1)
model regularization
(1)
synthetic benchmark
(1)
explanation fidelity
(1)
saliency method
(1)
Papers
Sanity Simulations for Saliency Methods
ICML 2022