Pinned Repositories
deep-exponential-families
Deep exponential families (DEFs)
DynamicPoissonFactorization
Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time according to user-item ratings.
publications
The pdf and LaTeX for each paper (and sometimes the code and data used to generate the figures).
80-629
Additional material for 80-629
expo-mf
Exposure Matrix Factorization: modeling user exposure in recommendation
ivado-workshop_recsys_19
Material for Recsys IVADO Workshop 2019
modl
Randomized online matrix factorization
tech-2019
Material for the 2019 tech stream
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
lcharlin's Repositories
lcharlin/80-629
Additional material for 80-629
lcharlin/ivado-workshop_recsys_19
Material for Recsys IVADO Workshop 2019
lcharlin/expo-mf
Exposure Matrix Factorization: modeling user exposure in recommendation
lcharlin/modl
Randomized online matrix factorization