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20102026
most citedBatched bandit problems

139 citations · 615 across the 107 of their papers we have counts for

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Showing 2024Show all

12 papers · 1 filter

cs.GT2024

Stable Matching with Ties: Approximation Ratios and Learning

Shiyun Lin, Simon Mauras, Nadav Merlis +1

We study matching markets with ties, where workers on one side of the market may have tied preferences over jobs, determined by their matching utilities. Unlike classical two-sided…

cs.DS2024★ 1 cited

Prophet Inequalities: Competing with the Top Items is Easy

Mathieu Molina, Nicolas Gast, Patrick Loiseau +1

We explore a prophet inequality problem, where the values of a sequence of items are drawn i.i.d. from some distribution, and an online decision maker must select one item irrevoca…

math.PR2024

Optimal Unimodular Matching

Nathanaël Enriquez, Mike Liu, Laurent Ménard +1

We consider sequences of finite weighted random graphs that converge locally to unimodular i.i.d. weighted random trees. When the weights are atomless, we prove that the matchings…

econ.TH2024

Calibrated Forecasting and Persuasion

Atulya Jain, Vianney Perchet

We study a dynamic game where an expert sends probabilistic forecasts to a decision-maker. The decision-maker verifies these forecasts using a calibration test based on past data.…

stat.ML2024

Improved Algorithms for Contextual Dynamic Pricing

Matilde Tullii, Solenne Gaucher, Nadav Merlis +1

In contextual dynamic pricing, a seller sequentially prices goods based on contextual information. Buyers will purchase products only if the prices are below their valuations. The…

cs.DS2024★ 1 cited

Lookback Prophet Inequalities

Ziyad Benomar, Dorian Baudry, Vianney Perchet

Prophet inequalities are fundamental optimal stopping problems, where a decision-maker observes sequentially items with values sampled independently from known distributions, and m…