Amir-Hossein Karimi
8 papers · 2016–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Top co-authors
Research topics
Keywords
causal inference
(4)
counterfactual explanation
(3)
individual fairness
(2)
algorithmic recourse
(2)
structural causal model
(2)
classification
(1)
decision making
(1)
multimodal learning
(1)
feature attribution
(1)
bayesian model averaging
(1)
saliency map
(1)
differential geometry
(1)
satisfiability problem
(1)
semantic similarity
(1)
adversarial perturbation
(1)
heterogeneous data
(1)
group fairness
(1)
counterfactual reasoning
(1)
treatment effect
(1)
data manifold
(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
NeurIPS 2020
Model-Agnostic Counterfactual Explanations for Consequential Decisions
AISTATS 2020
Key-Value Memory Networks for Directly Reading Documents
EMNLP 2016