blei-lab / publications
The pdf and LaTeX for each paper (and sometimes the code and data used to generate the figures).
☆72Updated 7 years ago
Alternatives and similar repositories for publications:
Users that are interested in publications are comparing it to the libraries listed below
- Deep exponential families (DEFs)☆55Updated 6 years ago
- Edward content including papers, posters, and talks☆90Updated 4 years ago
- This is code associated with the paper: Broderick, T, Boyd, N, Wibisono, A, Wilson, AC, and Jordan, MI. Streaming variational Bayes. Neur…☆41Updated 10 years ago
- Non-parametric Bayesian in Python, including Indian buffet process (IBP), hierarchical Dirichlet process (HDP).☆73Updated 9 years ago
- Tutorial introducing Monte Carlo integration and Markov Chain Monte Carlo☆51Updated 11 years ago
- Implements supervised topic models with a categorical response.☆64Updated 3 years ago
- Social Poisson Factorization☆26Updated 5 years ago
- Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.☆150Updated 7 years ago
- Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time accordin…☆48Updated 8 years ago
- Bernoulli Embeddings for Text☆83Updated 7 years ago
- Collaborative filtering with the GP-LVM☆25Updated 9 years ago
- lecture notes for probabilistic topic models using ipython notebook☆22Updated 10 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Updated 6 years ago
- Active learning for Big Data☆25Updated 6 years ago
- ☆46Updated 11 years ago
- Bayesian Poisson Tucker decomposition☆17Updated 7 years ago
- Bayesian Poisson tensor factorization☆57Updated 2 months ago
- The information sieve for discrete variables.☆36Updated 8 years ago
- Efficient discovery of overlapping communities in massive networks PK Gopalan, DM Blei Proceedings of the National Academy of Sciences 11…☆74Updated 4 years ago
- Poisson-Gamma dynamical systems☆16Updated 8 years ago
- The Matlab Code for the ICML 2015 paper "Scalable Deep Poisson Factor Analysis for Topic Modeling"☆19Updated 9 years ago
- Reimplementation of deepwalk algorithm from https://github.com/phanein/deepwalk☆38Updated 9 years ago
- Randomized embeddings for extreme learning☆24Updated 9 years ago
- Stochastic gradient routines for Theano☆102Updated 6 years ago
- Moro files for the ACL 2015 Tutorial on Matrix and Tensor Factorization Methods for Natural Language Processing☆20Updated 9 years ago
- ☆29Updated 7 years ago
- Scalable Recommendation with Hierarchical Poisson Factorization P Gopalan, JM Hofman, DM Blei UAI, 326-335☆55Updated 9 years ago
- Implementations of matrix factorization or tensor factorization algorithms☆32Updated 8 years ago
- Implementation of stochastic variational inference for Bayesian hidden Markov models.☆65Updated 7 years ago