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This is the repository for paper "$\ell_{\infty}$-Bounds of the MLE in the BTL Model under General Comparison Graphs".

Two scripts:

  • bt_mle_utils.py: functions for MLE.
  • simulations.py: functions for simulations.

Notebooks:

  • Barbell_bound.ipynb: simulations comparing $\ell_{\infty}$ bounds for Barbell graphs.
  • Island_bound.ipynb: simulations comparing $\ell_{\infty}$ bounds for Island graphs.
  • tournament_design_barbell.ipynb, tournament_design_island.ipynb, subadditivity-draw-plots.ipynb: simulations related to tournament design.

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