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Career

· Assistant Professor, EPFL2022–

Publications (34)

Multi-view low-rank sparse subspace clustering
Pattern Recognition · 2017
429
cited
Open-World Semi-Supervised Learning
International Conference on Learning Representations · 2021
234
cited
MARS: discovering novel cell types across heterogeneous single-cell experiments
Nature Methods · 2020
126
cited
The landscape of microbial phenotypic traits and associated genes
Nucleic Acids Research · 2016
123
cited
A synthesis of bacterial and archaeal phenotypic trait data
Scientific Data · 2020
118
cited
Single-cell transcriptomes of developing and adult olfactory receptor neurons in Drosophila
bioRxiv · 2020
99
cited
Selective Sampling-based Scalable Sparse Subspace Clustering
Neural Information Processing Systems · 2019
61
cited
$\ell_0$ -Motivated Low-Rank Sparse Subspace Clustering
IEEE Transactions on Cybernetics · 2018
53
cited
Temporal evolution of single-cell transcriptomes of Drosophila olfactory projection neurons
bioRxiv · 2020
49
cited
𝓁0-Motivated Low-Rank Sparse Subspace Clustering
arXiv.org · 2018
46
cited
Global Shifts in Genome and Proteome Composition Are Very Tightly Coupled
Genome Biology and Evolution · 2015
30
cited
ℓ0-Motivated Low-Rank Sparse Subspace Clustering
IEEE Transactions on Cybernetics · 2020
10
cited
Cross-domain Open-world Discovery
International Conference on Machine Learning · 2024
7
cited
Tuning machine learning algorithms for content-based movie recommendation
International Journal of Intelligent Decision Technologies · 2015
6
cited
Concept Learners for Generalizable Few-Shot Learning
arXiv.org · 2020
5
cited
Recommendation of YouTube Videos
2012 Proceedings of the 35th International Convention MIPRO · 2012
5
cited
Model-Agnostic Graph Regularization for Few-Shot Learning
arXiv.org · 2021
4
cited
Phenotype Inference from Text and Genomic Data
ECML/PKDD · 2017
4
cited
Phenotype Prediction with Semi-supervised Classification Trees
NFMCP@PKDD/ECML · 2017
2
cited
A ug 2 01 7 Multiview Low-rank Sparse Subspace Clustering
2018
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