Aria Masoomi
9 papers · 2020–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(5)
Core Methods
(5)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
feature attribution
(3)
feature interaction
(2)
mutual information
(2)
information bottleneck
(1)
optimal transport
(1)
neural network interpretability
(1)
uncertainty quantification
(1)
model interpretability
(1)
gaussian process
(1)
local smoothness
(1)
reproducing kernel hilbert space
(1)
kullback-leibler divergence
(1)
hilbert-schmidt independence criterion
(1)
closed-form solution
(1)
kernel mean embedding
(1)
feature selection
(1)
variational inference
(1)
latent representation
(1)
deep neural network
(1)
adversarial robustness
(1)
Papers
Axiomatic Explainer Globalness via Optimal Transport
AISTATS 2025
Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions
AISTATS 2024
Boundary-Aware Uncertainty for Feature Attribution Explainers
AISTATS 2024
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma
NeurIPS 2023
Deep Layer-wise Networks Have Closed-Form Weights
AISTATS 2022
Explanations of Black-Box Models based on Directional Feature Interactions
ICLR 2022
Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space
NeurIPS 2021
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness
NeurIPS 2021
Instance-wise Feature Grouping
NeurIPS 2020