Rafal Zdunek

Signal Processing · 2006–2009

A researcher in the Science corpus: 3 papers; trusts 4 researchers and is trusted by 12 researchers here, as inferred from the citation graph.

Subfields

• Signal Processing — 23 citations into it; #1,629 of 7,572 by trust here, #1,136 by citations
• Computer Vision and Pattern Recognition — 17 citations into it
• Computational Mechanics — 16 citations into it; #3,731 of 10,001 by trust here, #6,877 by citations
• Cognitive Neuroscience — 7 citations into it

Whom Rafal Zdunek trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Shun-ichi Amari
2. Andrzej S. Cichocki
3. Patrik O. Hoyer
4. Daniel D. Lee
5. Inderjit S. Dhillon
6. Michael W. Berry
7. Kenneth Kreutz-Delgado

Who trusts Rafal Zdunek overall

1. Andrzej S. Cichocki
2. Anh Huy Phan
3. Jingu Kim
4. Nicolas Gillis
5. Cédric Févotte
6. Haesun Park
7. Michael W. Berry
8. Petr Tichavský
9. Evangelos E. Papalexakis
10. Ramakrishnan Kannan

Papers from Rafal Zdunek's perspective

Ordered by how strongly the researchers Rafal Zdunek trusts endorse each paper. Same corpus, a different order for every researcher.

1. Learning the parts of objects by non-negative matrix factorization
2. Non-negative Matrix Factorization with Sparseness Constraints (Journal of machine learning research)
3. Multi-Way Analysis: Applications in the Chemical Sciences
4. Generalized Nonnegative Matrix Approximations with Bregman Divergences (Neural Information Processing Systems)
5. Dictionary Learning Algorithms for Sparse Representation (Neural Computation)
6. Algorithms and applications for approximate nonnegative matrix factorization
7. Differential-geometrical methods in statistics
8. Regression Shrinkage and Selection via the Lasso
9. Atomic Decomposition by Basis Pursuit
10. GENERATIVE ADVERSARIAL NETS

Their papers

• Nonnegative Matrix and Tensor Factorizations - Applications to Exploratory Multi-way Data Analysis and Blind Source Separation (2009) — 2,105 citations
• Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms (2006) — 318 citations
• Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization (2007) — 317 citations