Martin Gjoreski
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
concept bottleneck
(2)
counterfactual reasoning
(2)
interpretable model
(2)
model aggregation
(1)
deep learning
(1)
machine learning
(1)
classification accuracy
(1)
bayesian optimization
(1)
probabilistic sampling
(1)
surrogate model
(1)
model explanation
(1)
counterfactual explanation
(1)
causal intervention
(1)
probabilistic feature sampling
(1)
federated learning
(1)
client behavior
(1)
causal inference
(1)
distributed learning
(1)
Papers
Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning
ICLR 2025
Counterfactual Concept Bottleneck Models
ICLR 2025
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning
NeurIPS 2024
BayCon: Model-agnostic Bayesian Counterfactual Generator
IJCAI 2022