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pro vyhledávání: '"Esmaeili, Seyed"'
Clustering is a fundamental problem in machine learning and operations research. Therefore, given the fact that fairness considerations have become of paramount importance in algorithm design, fairness in clustering has received significant attention
Externí odkaz:
http://arxiv.org/abs/2406.15960
Generative AI (GenAI) will have significant impact on content creation platforms. In this paper, we study the dynamic competition between a GenAI and a human contributor. Unlike the human, the GenAI's content only improves when more contents are crea
Externí odkaz:
http://arxiv.org/abs/2406.05187
We study the canonical fair clustering problem where each cluster is constrained to have close to population-level representation of each group. Despite significant attention, the salient issue of having incomplete knowledge about the group membershi
Externí odkaz:
http://arxiv.org/abs/2406.00599
We study a problem of designing replication-proof bandit mechanisms when agents strategically register or replicate their own arms to maximize their payoff. We consider Bayesian agents who are unaware of ex-post realization of their own arms' mean re
Externí odkaz:
http://arxiv.org/abs/2312.16896
We consider a variant of the stochastic multi-armed bandit problem. Specifically, the arms are strategic agents who can improve their rewards or absorb them. The utility of an agent increases if she is pulled more or absorbs more of her rewards but d
Externí odkaz:
http://arxiv.org/abs/2312.07929
The remarkable attention which fair clustering has received in the last few years has resulted in a significant number of different notions of fairness. Despite the fact that these notions are well-justified, they are often motivated and studied in a
Externí odkaz:
http://arxiv.org/abs/2305.19475
Numerous algorithms have been produced for the fundamental problem of clustering under many different notions of fairness. Perhaps the most common family of notions currently studied is group fairness, in which proportional group representation is en
Externí odkaz:
http://arxiv.org/abs/2205.14358
In representative democracy, a redistricting map is chosen to partition an electorate into a collection of districts each of which elects a representative. A valid redistricting map must satisfy a collection of constraints such as being compact, cont
Externí odkaz:
http://arxiv.org/abs/2203.00872
Autor:
Esmaeili, Seyed A., Duppala, Sharmila, Cheng, Davidson, Nanda, Vedant, Srinivasan, Aravind, Dickerson, John P.
Online bipartite-matching platforms are ubiquitous and find applications in important areas such as crowdsourcing and ridesharing. In the most general form, the platform consists of three entities: two sides to be matched and a platform operator that
Externí odkaz:
http://arxiv.org/abs/2201.06021
Autor:
Ebadpour, Negar, Mahmoudi, Mahmoud, Kamal Kheder, Ramiar, Abavisani, Mohammad, Baridjavadi, Zahra, Abdollahi, Narges, Esmaeili, Seyed-Alireza
Publikováno v:
In International Immunopharmacology 5 December 2024 142 Part A