research

  1. Optimal Top-k Identification from Pairwise Comparisons
    Motti Goldberger and Nils Rudi
    International Conference on Machine Learning (ICML), 2026
  2. Fundamental Limitations of Fixed-Budget Best-Arm Identification
    Motti Goldberger
    Under review, 2026
  3. Selecting the Best Few with Human Evaluators: Adaptively Combining Ratings and Pairwise Comparisons
    Motti Goldberger and Nils Rudi
    Under review, 2026
  4. A Simple and General Approach to Top-k Selection
    Motti Goldberger and Nils Rudi
    Under review, 2026
  5. Active Ranking via Minimizing the Sum of Top-k Regrets
    Motti Goldberger and Nils Rudi
    Work in progress, 2026
    An early version was accepted at the NeurIPS 2026 MLxOR Workshop.