Aria Masoomi
9 papers
· 2020–2025
· 3 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(17)
π
Conference Polyglot
(3)
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Academic Marathon
(5)
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Cross-Pollinator
(6)
π₯
Unstoppable
(6)
π
Trend Setter
Conferences
AISTATS (4)
NIPS (4)
ICLR (1)
Top co-authors
Keywords
mutual information
(2)
feature attribution
(2)
information bottleneck
(1)
uncertainty quantification
(1)
neural network interpretability
(1)
model interpretability
(1)
gaussian process
(1)
reproducing kernel hilbert space
(1)
kullback-leibler divergence
(1)
hilbert-schmidt independence criterion
(1)
closed-form solution
(1)
kernel mean embedding
(1)
local smoothness
(1)
feature interaction
(1)
latent representation
(1)
deep neural network
(1)
decision boundary
(1)
variational lower bound
(1)
post-hoc explanation
(1)
relu network
(1)
Papers
Axiomatic Explainer Globalness via Optimal Transport
AISTATS 2025
Deep Layer-wise Networks Have Closed-Form Weights
AISTATS 2022
Instance-wise Feature Grouping
NIPS 2020