Anna Hedström
6 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8) 🗺️ Taxonomy Completionist (12)
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The Questioner
🔥
Unstoppable
(5)
Conferences
AAAI (3)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
model explanation
(2)
neural network
(2)
explainable ai
(2)
weight perturbation
(1)
concept learning
(1)
generative model
(1)
latent representation
(1)
deep neural network
(1)
local explanation
(1)
decision boundary
(1)
neuron explanation
(1)
concept synthesis
(1)
textual description
(1)
concept discovery
(1)
black-box model
(1)
stochastic perturbation
(1)
distribution estimation
(1)
explainable artificial intelligence
(1)
global explanation
(1)
explanation method
(1)
Papers
Benchmarking XAI Explanations with Human-Aligned Evaluations
AAAI 2026
Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution
AAAI 2025
To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models
ICML 2025
CoSy: Evaluating Textual Explanations of Neurons
NIPS 2024
Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond
JMLR 2023
NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights
AAAI 2022