Luca Costabello
6 papers · 2020–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
knowledge graph embedding
(4)
link prediction
(3)
data poisoning
(2)
adversarial attack
(2)
isotonic regression
(1)
probability calibration
(1)
relation prediction
(1)
counterfactual explanation
(1)
aleatoric uncertainty
(1)
constraint relaxation
(1)
predictive uncertainty
(1)
relation inference
(1)
entity representation
(1)
platt scaling
(1)
gradient-based explanation
(1)
neural network
(1)
instance attribution
(1)
inference pattern
(1)
numeric edge attribute
(1)
adversarial robustness
(1)
Papers
Robust Explanation Constraints for Neural Networks
ICLR 2023
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods
EMNLP 2021
Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties
AISTATS 2021
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes
IJCAI 2021
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns
ACL 2021
Probability Calibration for Knowledge Graph Embedding Models
ICLR 2020