Compilation of few codes written by me.
- Joint Classification and Clustering for MIL: This is a code written in matlab for BMVC 2015 paper titled 'Joint Clustering and Classification for Multiple Instance Learning'. Pl. refer to project page and scroll down to download.
- Latent Dirichlet Allocation: This is a code written in Matlab to learn an LDA model on a text corpus (BoW format) and employs variational approximation (VA) method for learning. I wrote this code in Matlab to allow anyone to understand LDA easily and quickly run a text corpus through LDA, when I was unable to find an implementation adhering to these requirements. Based on Blei's 03 JMLR paper on LDA. Also includes a quick-way to visualize top-words learned for each topic, demo-scripts and datasets, and source-code comments. Link