Guest Lectures and Workshops
- Introduction to Deep Learning (March 2017). slides R code
- Topic Models for Text Analysis (March 2017). slides
- Exploratory Data Analysis (December 2016). slides Jupyter notebook
- Exploratory Data Analysis and Hypothesis Testing (October 2015).
- Introduction to Topic Models (October 2014).
Seminars and Talks
- Additive Models and Trees (March 2010). slides
- Latent Dirichlet Allocation: Hyperparameter Selection and Applications to Electronic Discovery (October 2015).
- A Topic-Based Search, Visualization, and Exploration System (May 2015).
- SMART Electronic Legal Discovery via Topic Modeling (May 2014).
- A Machine Learning Based Topic Exploration and Categorization on Surveys (December 2012).