Efstratios Gallopoulos
Computer Vision and Pattern Recognition · 2008
A researcher in the Science corpus: 1 paper; trusts 13 researchers and is trusted by 22 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 8 citations into it
- Artificial Intelligence — 6 citations into it
Whom Efstratios Gallopoulos trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Inderjit S. Dhillon
- Chris H. Q. Ding
- Daniel D. Lee
- Patrik O. Hoyer
- Wei Xu
- Farial Shahnaz
- V. P. Pauca
- Xiaofeng He
- Dharmendra S. Modha
- Suvrit Sra
Who trusts Efstratios Gallopoulos overall
- Stephen A. Vavasis
- Yu-Xiong Wang
- Marinka Zitnik
- Homer F. Walker
- Renaud Gaujoux
- Kirell Benzi
- George Trigeorgis
- Derek O'Callaghan
- Yujin Zhang
- Blaz Zupan
Papers from Efstratios Gallopoulos's perspective
Ordered by how strongly the researchers Efstratios Gallopoulos trusts endorse each paper. Same corpus, a different order for every researcher.
- Learning the parts of objects by non-negative matrix factorization
- Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values†
- Document clustering based on non-negative matrix factorization
- Non-negative Matrix Factorization with Sparseness Constraints (Journal of machine learning research)
- Concept Decompositions for Large Sparse Text Data Using Clustering (Machine-mediated learning)
- Non-negative sparse coding
- Generalized Nonnegative Matrix Approximations with Bregman Divergences (Neural Information Processing Systems)
- Document clustering using nonnegative matrix factorization (Information Processing & Management)
- Matrix Computations, 3rd Edition
- On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering
Their papers
- SVD based initialization: A head start for nonnegative matrix factorization (2008) — 739 citations