Zohreh Shams
7 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (10) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
IJCAI (2)
NIPS (2)
AAAI (1)
ECCV (1)
ICML (1)
Top co-authors
Keywords
concept bottleneck model
(2)
concept representation
(2)
interpretable machine learning
(1)
policy learning
(1)
explainable ai
(1)
model interpretability
(1)
concept learning
(1)
concept bottleneck
(1)
end-to-end training
(1)
concept intervention
(1)
human-ai interaction
(1)
human intervention
(1)
disentanglement learning
(1)
representation purity
(1)
test-time intervention
(1)
representation learning
(1)
high-level concept
(1)
embedding learning
(1)
Papers
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
ICML 2025
Efficient Bias Mitigation Without Privileged Information
ECCV 2024
Towards Robust Metrics for Concept Representation Evaluation
AAAI 2023
Learning to Receive Help: Intervention-Aware Concept Embedding Models
NIPS 2023
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
NIPS 2022
Normative Practical Reasoning via Argumentation and Dialogue
IJCAI 2016
Normative Practical Reasoning: An Argumentation-Based Approach
IJCAI 2015