Zobrazeno 1 - 10
of 785
pro vyhledávání: '"Diversity Constraints"'
Publikováno v:
Application Research of Computers / Jisuanji Yingyong Yanjiu. Aug2024, Vol. 41 Issue 8, p2309-2314. 6p.
We propose a novel master-slave architecture to solve the top-$K$ combinatorial multi-armed bandits problem with non-linear bandit feedback and diversity constraints, which, to the best of our knowledge, is the first combinatorial bandits setting con
Externí odkaz:
http://arxiv.org/abs/2308.12680
We study a structured linear program (LP) that emerges in the need of ranking candidates or items in personalized recommender systems. Since the candidate set is only known in real time, the LP also needs to be formed and solved in real time. Latency
Externí odkaz:
http://arxiv.org/abs/2211.12409
Matching problems with group-fairness constraints and diversity constraints have numerous applications such as in allocation problems, committee selection, school choice, etc. Moreover, online matching problems have lots of applications in ad allocat
Externí odkaz:
http://arxiv.org/abs/2208.11378
Ensemble learning combines multiple classifiers in the hope of obtaining better predictive performance. Empirical studies have shown that ensemble pruning, that is, choosing an appropriate subset of the available classifiers, can lead to comparable o
Externí odkaz:
http://arxiv.org/abs/2205.01088
We consider the problem of allocating divisible items among multiple agents, and consider the setting where any agent is allowed to introduce diversity constraints on the items they are allocated. We motivate this via settings where the items themsel
Externí odkaz:
http://arxiv.org/abs/2109.15015
Publikováno v:
In Information Sciences July 2023 634:587-607
Participatory budgeting (PB) is a democratic process where citizens jointly decide on how to allocate public funds to indivisible projects. This paper focuses on PB processes where citizens may give additional money to projects they want to see funde
Externí odkaz:
http://arxiv.org/abs/2104.15075
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