Publications
Mathematical foundations behind latent semantic analysis
Martin, D. & Berry, M.
Handbook of latent semantic analysis 35-55 (2007) [pdf]
Spaces for problem solving
Quesada, J.
Handbook of Latent Semantic Analysis 185-203 (2007) [pdf]
Latent Semantic Analysis: A Road to Meaning
Steyvers, M. & Griffiths, T.
, Laurence Erlbaum, chapter Probabilistic topic models (2007)
Variational extensions to EM and multinomial PCA
Buntine, W.
Lecture notes in computer science 23-34 (2002) [pdf]
Indexing by latent semantic analysis
Deerwester, S.; Dumais, S.; Furnas, G.; Landauer, T. & Harshman, R.
Journal of the American society for information science, 41(6) 391-407 (1990)
Information retrieval using a singular value decomposition model of latent semantic structure
Furnas, G.; Deerwester, S.; Dumais, S.; Landauer, T.; Harshman, R.; Streeter, L. & Lochbaum, K.
465-480 (1988)