lcharlin

Pinned Repositories

deep-exponential-families
Deep exponential families (DEFs)
Language:C++56 36 210
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.
Language:C++49 37 030
publications
The pdf and LaTeX for each paper (and sometimes the code and data used to generate the figures).
Language:TeX73 51 011
80-629
Additional material for 80-629
Language:Jupyter Notebook8 3 019
expo-mf
Exposure Matrix Factorization: modeling user exposure in recommendation
Language:Jupyter Notebook0 1 00
ivado-workshop_recsys_19
Material for Recsys IVADO Workshop 2019
Language:Jupyter Notebook1 4 00
modl
Randomized online matrix factorization
Language:Python0 1 00
tech-2019
Material for the 2019 tech stream
Language:Jupyter Notebook11
collabtm
Collaborative Topic Modeling. P. Gopalan, L. Charlin, D.M. Blei, Content-based recommendations with Poisson factorization, NIPS 2014.
Language:C++58 19 332
hgaprec
Scalable Recommendation with Hierarchical Poisson Factorization P Gopalan, JM Hofman, DM Blei UAI, 326-335
Language:C++54 25 928

lcharlin's Repositories

lcharlin/80-629
Additional material for 80-629
Language:Jupyter Notebook8 3 019
lcharlin/ivado-workshop_recsys_19
Material for Recsys IVADO Workshop 2019
Language:Jupyter Notebook1 4 00
lcharlin/expo-mf
Exposure Matrix Factorization: modeling user exposure in recommendation
Language:Jupyter Notebook0 1 00
lcharlin/modl
Randomized online matrix factorization
Language:Python0 1 00