Aria Masoomi
9 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer
π
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
Boundary-Aware Uncertainty for Feature Attribution Explainers
AISTATS 2024
Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions
AISTATS 2024
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma
NIPS 2023
Explanations of Black-Box Models based on Directional Feature Interactions
ICLR 2022
Deep Layer-wise Networks Have Closed-Form Weights
AISTATS 2022
Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space
NIPS 2021
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness
NIPS 2021
Instance-wise Feature Grouping
NIPS 2020