Ranking

• Rank Aggregation and Prediction with Item Features (pdf, software)
  K. Chiang, C. Hsieh, I. Dhillon.
  In International Conference on Artificial Intelligence and Statistics (AISTATS), April 2017.
• Distributional Rank Aggregation, and an Axiomatic Analysis (pdf, software)
  A. Prasad, H. Pareek, P. Ravikumar.
  In International Conference on Machine Learning (ICML), July 2015.
• Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons (pdf, software)
  D. Park, J. Neeman, J. Zhang, S. Sanghavi, I. Dhillon.
  In International Conference on Machine Learning (ICML), pp. 1907-1916, July 2015.
• Perturbation based Large Margin Approach for Ranking (pdf, software)
  E. Yang, A. Tewari, P. Ravikumar.
  In International Conference on Artificial Intelligence and Statistics (AISTATS), 2012.
• On NDCG Consistency of Listwise Ranking Methods (pdf, software)
  P. Ravikumar, A. Tewari, E. Yang.
  In International Conference on Artificial Intelligence and Statistics (AISTATS), 2011.