Luca Costabello
7 papers · 2020–2023 · 6 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (10) 🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Prolific Year
(5)
Conferences
ICLR (2)
ACL (1)
AISTATS (1)
EMNLP (1)
IJCAI (1)
IJCNLP (1)
Top co-authors
Keywords
knowledge graph embedding
(4)
link prediction
(4)
data poisoning
(3)
adversarial attack
(3)
counterfactual explanation
(1)
aleatoric uncertainty
(1)
predictive uncertainty
(1)
relation inference
(1)
entity representation
(1)
relation pattern
(1)
instance attribution
(1)
inference pattern
(1)
numeric edge attribute
(1)
epistemic uncertainty
(1)
interpretable machine learning
(1)
relation prediction
(1)
Papers
Robust Explanation Constraints for Neural Networks
ICLR 2023
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns
IJCNLP 2021
Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties
AISTATS 2021
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods
EMNLP 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns
ACL 2021
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes
IJCAI 2021
Probability Calibration for Knowledge Graph Embedding Models
ICLR 2020