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cs.LG2026
Adaptive Bandit Algorithms for Contextual Matching Markets
Shiyun Lin, Simon Mauras, Vianney Perchet +1
We study bandit learning in matching markets, where players and arms constitute the two market sides, and the players' utilities are linear in the arm contexts. In each round, new…
cs.GT2026
Complexity of Auctions with Interdependence
Patrick Loiseau, Simon Mauras, Minrui Xu
We study auction design in the celebrated interdependence model introduced by Milgrom and Weber [1982], where a mechanism designer allocates a good, maximizing the value of the age…