Pinned Repositories
bnprec
Gopalan, P., Ruiz, F. J., Ranganath, R., & Blei, D. M. (2014). Bayesian Nonparametric Poisson Factorization for Recommendation Systems. In Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics (pp. 275-283).
collabtm
Collaborative Topic Modeling. P. Gopalan, L. Charlin, D.M. Blei, Content-based recommendations with Poisson factorization, NIPS 2014.
hgaprec
Scalable Recommendation with Hierarchical Poisson Factorization P Gopalan, JM Hofman, DM Blei UAI, 326-335
svinet
Efficient discovery of overlapping communities in massive networks PK Gopalan, DM Blei Proceedings of the National Academy of Sciences 110 (36), 14534-14539
terastructure
Scaling probabilistic models of genetic variation to millions of humans P Gopalan, W Hao, DM Blei, JD Storey Nature genetics 48 (12), 1587-1590
terastructure
TeraStructure is a new algorithm to fit Bayesian models of genetic variation in human populations on tera-sample-sized data sets (10^12 observed genotypes, i.e., 1M individuals at 1M SNPs). This package provides a scalable, multi-threaded C++ implementation that can be run on a single computer.
premgopalan's Repositories
premgopalan/svinet
Efficient discovery of overlapping communities in massive networks PK Gopalan, DM Blei Proceedings of the National Academy of Sciences 110 (36), 14534-14539
premgopalan/collabtm
Collaborative Topic Modeling. P. Gopalan, L. Charlin, D.M. Blei, Content-based recommendations with Poisson factorization, NIPS 2014.
premgopalan/hgaprec
Scalable Recommendation with Hierarchical Poisson Factorization P Gopalan, JM Hofman, DM Blei UAI, 326-335
premgopalan/bnprec
Gopalan, P., Ruiz, F. J., Ranganath, R., & Blei, D. M. (2014). Bayesian Nonparametric Poisson Factorization for Recommendation Systems. In Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics (pp. 275-283).
premgopalan/terastructure
Scaling probabilistic models of genetic variation to millions of humans P Gopalan, W Hao, DM Blei, JD Storey Nature genetics 48 (12), 1587-1590