- Large-scale machine learning
- Unsupervised learning
- Topic modelling
- Online learning
- Recommender systems
- Determinantal point processes
Learning Determinantal Point Processes in Sublinear Time
Under review for AISTATS 2017.
Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling
Under review for JMLR.
Decentralized Topic Modelling with Latent Dirichlet Allocation
In NIPS 2016, Workshop on Private Multi‑Party Machine Learning.
Qualitative and Descriptive Topic Extraction from Movie Reviews Using LDA
In NIPS 2014, Personalization Workshop.
Exploiting crowd sourced reviews to explain movie recommendation
In RecSys 2015, 2nd Workshop on Recommendation Systems for TELEVISION and ONLINE VIDEO.