Amir-Hossein Karimi
8 papers · 2016–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ICML (3)
AAAI (2)
AISTATS (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(4)
counterfactual explanation
(3)
algorithmic recourse
(2)
structural causal model
(2)
individual fairness
(2)
decision making
(1)
bayesian model averaging
(1)
saliency map
(1)
differential geometry
(1)
satisfiability problem
(1)
semantic similarity
(1)
adversarial perturbation
(1)
heterogeneous datum
(1)
group fairness
(1)
counterfactual reasoning
(1)
treatment effect
(1)
data manifold
(1)
counterfactual fairness
(1)
probabilistic method
(1)
explanation method
(1)
Papers
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces
AAAI 2024
Prospector Heads: Generalized Feature Attribution for Large Models & Data
ICML 2024
On Data Manifolds Entailed by Structural Causal Models
ICML 2023
On the Relationship Between Explanation and Prediction: A Causal View
ICML 2023
On the Fairness of Causal Algorithmic Recourse
AAAI 2022
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach
NIPS 2020
Model-Agnostic Counterfactual Explanations for Consequential Decisions
AISTATS 2020
Key-Value Memory Networks for Directly Reading Documents
EMNLP 2016