Papers by Year





Miscellaneous Lecture Notes & Slides

  • Class lecture on manifold regularization and the paper "Beyond the point cloud: from transductive to semi-supervised learning" by Sindhwani, Niyogi, and Belkin.
  • Automatic Summarization: notes discussing supervised and unsupervised approaches to keyphrase extraction and document summarization. Prepared for a guest lecture in CS 769 (Advanced NLP) (formerly CS 838) and makes reference to the summarization-related papers listed on that course Web site. [Notes | Slides]

Undergraduate Thesis


  • Xiaojin Zhu and Andrew B. Goldberg. Introduction to Semi-Supervised Learning. Synthesis Lectures on Artificial Intelligence and Machine Learning. Morgan & Claypool Publishers, 2009.
  • Deitel, Harvey M., Paul J. Deitel, and Andrew B. Goldberg. Internet & World Wide Web How to Program. 3rd ed. Upper Saddle River, NJ: Prentice Hall, 2003. [Publisher site |]