Yannis Papanikolaou
TitleCited byYear
Dense distributions from sparse samples: improved gibbs sampling parameter estimators for LDA
Y Papanikolaou, JR Foulds, TN Rubin, G Tsoumakas
The Journal of Machine Learning Research 18 (1), 2058-2115, 2017
212017
Ensemble Approaches for Large-Scale Multi-Label Classification and Question Answering in Biomedicine.
Y Papanikolaou, D Dimitriadis, G Tsoumakas, M Laliotis, ...
CLEF (Working Notes), 1348-1360, 2014
202014
Denoising autoencoder self-organizing map (DASOM)
C Ferles, Y Papanikolaou, KJ Naidoo
Neural Networks 105, 112-131, 2018
82018
AUTH-Atypon at BioASQ 3: Large-Scale Semantic Indexing in Biomedicine.
Y Papanikolaou, G Tsoumakas, M Laliotis, N Markantonatos, IP Vlahavas
CLEF (Working Notes), 2015
72015
Hierarchical partitioning of the output space in multi-label data
Y Papanikolaou, G Tsoumakas, I Katakis
Data & Knowledge Engineering 116, 42-60, 2018
52018
Large-scale online semantic indexing of biomedical articles via an ensemble of multi-label classification models
Y Papanikolaou, G Tsoumakas, M Laliotis, N Markantonatos, I Vlahavas
Journal of biomedical semantics 8 (1), 43, 2017
52017
Multi-label active learning: key issues and a novel query strategy
EA Cherman, Y Papanikolaou, G Tsoumakas, MC Monard
Evolving Systems 10 (1), 63-78, 2019
42019
Subset labeled lda for large-scale multi-label classification
Y Papanikolaou, G Tsoumakas
arXiv preprint arXiv:1709.05480, 2017
32017
Improving Gibbs Sampling Predictions on Unseen Data for Latent Dirichlet Allocation
Y Papanikolaou, TN Rubin, G Tsoumakas
arXiv preprint arXiv:1505.02065, 2015
32015
Subset Labeled LDA: A Topic Model for Extreme Multi-label Classification
Y Papanikolaou, G Tsoumakas
International Conference on Big Data Analytics and Knowledge Discovery, 152-162, 2018
22018
Neural Embedding Allocation: Distributed Representations of Topic Models
KN Keya, Y Papanikolaou, JR Foulds
arXiv preprint arXiv:1909.04702, 2019
2019
Subset Labeled LDA
Y Papanikolaou, G Tsoumakas
Big Data Analytics and Knowledge Discovery. Lecture Notes in Computer …, 2018
2018
AUTH-Atypon at BioASQ 3; Large-Scale Semantic Indexing and Question Answering in Bio-medicine
Y Papanikolaou, D Dimitriadis, G Tsoumakas, M Laliotis, ...
Neural Embedding Allocation: Distributed Representations of Words, Topics, and Documents
KN Keya, Y Papanikolaou, JR Foulds
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Articles 1–14