- 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 NIPS 2017.
Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling
Under review for JMLR.
Qualitative and Descriptive Topic Extraction from Movie Reviews Using LDA
In MLDM 2017.
Decentralized Topic Modelling with Latent Dirichlet Allocation
In NIPS 2016, Workshop on Private Multi‑Party Machine Learning.
Exploiting Crowd Sourced Reviews to Explain Movie Recommendation
In NETYS 2016.
Content Profiling from Text Reviews
Technical report, 2014.
User Profiling from Unstructured Text Data
Master Thesis, 2013.