Karthik Devarajan

Molecular Biology · 2008–2011

A researcher in the Science corpus: 3 papers; trusts 19 researchers and is trusted by 12 researchers here, as inferred from the citation graph.

Subfields

Whom Karthik Devarajan trusts overall

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

  1. Patrik O. Hoyer
  2. Daniel D. Lee
  3. P. Paatero
  4. Yuan Gao
  5. Farial Shahnaz
  6. S. Li
  7. Stefano Monti
  8. George M. Church
  9. V. P. Pauca
  10. Sven Behnke

Who trusts Karthik Devarajan overall

  1. Jingu Kim
  2. Renaud Gaujoux
  3. Lujia Chen
  4. Cathal Seoighe
  5. Nicolas Gillis
  6. Haesun Park
  7. Yunlong He
  8. Chunhui Cai
  9. Christoph Sommer
  10. Vicky Chen

Papers from Karthik Devarajan's perspective

Ordered by how strongly the researchers Karthik Devarajan 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. Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values†
  4. Learning spatially localized, parts-based representation (Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001)
  5. Document clustering using nonnegative matrix factorization (Information Processing & Management)
  6. Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data (Machine-mediated learning)
  7. Algorithms for Non-negative Matrix Factorization
  8. Text Mining Using Non-Negative Matrix Factorizations (SDM)
  9. ImageNet classification with deep convolutional neural networks
  10. Gradient-based learning applied to document recognition

Their papers