Jonathan Bischof

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Complex Network Analysis Techniques, Ethics and Social Impacts of AI, Advanced Text Analysis Techniques

Most-Cited Works

• Summarizing topical content with word frequency and exclusivity(2012)
• → Improving and Evaluating Topic Models and Other Models of Text(2015)148 cited
• → Putting Fairness Principles into Practice(2019)113 cited
• → Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements(2019)26 cited
• → A Poisson convolution model for characterizing topical content with word\n frequency and exclusivity(2012)5 cited
• A Bootstrap Approach to Time Invariance in Panel Data(2009)
• Capturing topical content with frequency and exclusivity.(2012)
• Poisson convolution on a tree of categories for modeling topical content with word frequency and exclusivity(2012)
• Interpretable and Scalable Bayesian Models for Advertising and Text(2014)