Stijn Luca
5 papers · 2016–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
multi-task learning
(1)
anomaly detection
(1)
ensemble learning
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
task-oriented dialogue
(1)
natural language understanding
(1)
synthetic data generation
(1)
multi-class classification
(1)
novelty detection
(1)
probability calibration
(1)
hidden markov model
(1)
support vector machine
(1)
deep neural network
(1)
aleatoric uncertainty
(1)
exploratory data analysis
(1)
label imbalance
(1)
one-class classification
(1)
extreme value theory
(1)
point pattern
(1)
Papers
On the Calibration of Probabilistic Classifier Sets
AISTATS 2023
An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups
NAACL 2022
Building blocks of a task-oriented dialogue system in the healthcare domain
NAACL 2021
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text
EMNLP 2021
One-class classification of point patterns of extremes
JMLR 2016