most citedLow-variance estimation in the Plackett-Luce model via quasi-Monte Carlo sampling

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stat.ML2022★ 1 cited

Low-variance estimation in the Plackett-Luce model via quasi-Monte Carlo sampling

Alexander Buchholz, Jan Malte Lichtenberg, Giuseppe Di Benedetto +3

The Plackett-Luce (PL) model is ubiquitous in learning-to-rank (LTR) because it provides a useful and intuitive probabilistic model for sampling ranked lists. Counterfactual offlin…