Spyridon Samothrakis
6 papers · 2017–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
language generation
(2)
active learning
(1)
neural network training
(1)
text classification
(1)
attention mechanism
(1)
knowledge distillation
(1)
data augmentation
(1)
question answering
(1)
text generation
(1)
text representation
(1)
causal structure learning
(1)
empirical evaluation
(1)
hyperparameter tuning
(1)
monte carlo tree search
(1)
convolutional neural network
(1)
ensemble method
(1)
loss function
(1)
synthetic data
(1)
textual data
(1)
deep network
(1)
Papers
Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice
CLeaR 2024
Deep Learning in Target Space
JMLR 2022
Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation
COLING 2022
Textual Data Augmentation for Efficient Active Learning on Tiny Datasets
EMNLP 2020
Viewpoint: Artificial Intelligence and Labour
IJCAI 2018
Convolutional-Match Networks for Question Answering
IJCAI 2017