Most folders contain ipython notebooks with classic algorithms coded up from scratch.
- Optimism-Based Exploration in Large-Scale Recommender Systems (2023, 2nd author, arxiv, local). KDD Workshop 2023. Developed novel metrics for exploration efficiency in recommender systems
- US patent: Social network optimization (2022, pdf, local). Reducing repetition of visually similar videos
- Limits of Psychometric Testing in Online Education (2014, 1st author, pdf, blog). NIPS workshop. Compared such testing methods as item response theory (IRT) and graph-based tournament ranking.