Zobrazeno 1 - 10
of 239
pro vyhledávání: '"Ravi S. S."'
Autor:
Adiga, Abhijin, Chopra, Ayush, Wilson, Mandy L., Ravi, S. S., Xie, Dawen, Swarup, Samarth, Lewis, Bryan, Raskar, Ramesh, Marathe, Madhav V.
One Health issues, such as the spread of highly pathogenic avian influenza (HPAI), present significant challenges at the intersection of human, animal, and environmental health. Recent H5N1 outbreaks underscore the need for comprehensive modeling tha
Externí odkaz:
http://arxiv.org/abs/2411.01386
Autor:
Qiu, Zirou, Adiga, Abhijin, Marathe, Madhav V., Ravi, S. S., Rosenkrantz, Daniel J., Stearns, Richard E., Vullikanti, Anil
Networked dynamical systems are widely used as formal models of real-world cascading phenomena, such as the spread of diseases and information. Prior research has addressed the problem of learning the behavior of an unknown dynamical system when the
Externí odkaz:
http://arxiv.org/abs/2405.06884
Autor:
Qiu, Zirou, Adiga, Abhijin, Marathe, Madhav V., Ravi, S. S., Rosenkrantz, Daniel J., Stearns, Richard E., Vullikanti, Anil
Discrete dynamical systems are commonly used to model the spread of contagions on real-world networks. Under the PAC framework, existing research has studied the problem of learning the behavior of a system, assuming that the underlying network is kn
Externí odkaz:
http://arxiv.org/abs/2402.11686
Autor:
Adiga, Abhijin, Trabelsi, Yohai, Ferdousi, Tanvir, Marathe, Madhav, Ravi, S. S., Swarup, Samarth, Vullikanti, Anil Kumar, Wilson, Mandy L., Kraus, Sarit, Basu, Reetwika, Savalkar, Supriya, Yourek, Matthew, Brady, Michael, Rajagopalan, Kirti, Yoder, Jonathan
Optimal allocation of agricultural water in the event of droughts is an important global problem. In addressing this problem, many aspects, including the welfare of farmers, the economy, and the environment, must be considered. Under this backdrop, o
Externí odkaz:
http://arxiv.org/abs/2402.06576
Autor:
Qiu, Zirou, Chen, Chen, Marathe, Madhav V., Ravi, S. S., Rosenkrantz, Daniel J., Stearns, Richard E., Vullikanti, Anil
Evolutionary anti-coordination games on networks capture real-world strategic situations such as traffic routing and market competition. In such games, agents maximize their utility by choosing actions that differ from their neighbors' actions. Two i
Externí odkaz:
http://arxiv.org/abs/2301.02889
Autor:
Qiu, Zirou, Yuan, Andrew, Chen, Chen, Marathe, Madhav V., Ravi, S. S., Rosenkrantz, Daniel J., Stearns, Richard E., Vullikanti, Anil
Motivated by real-world applications such as the allocation of public housing, we examine the problem of assigning a group of agents to vertices (e.g., spatial locations) of a network so that the diversity level is maximized. Specifically, agents are
Externí odkaz:
http://arxiv.org/abs/2301.02876
Autor:
Qiu, Zirou, Chen, Chen, Marathe, Madhav V., Ravi, S. S., Rosenkrantz, Daniel J., Stearns, Richard E., Vullikanti, Anil
Networked discrete dynamical systems are often used to model the spread of contagions and decision-making by agents in coordination games. Fixed points of such dynamical systems represent configurations to which the system converges. In the dissemina
Externí odkaz:
http://arxiv.org/abs/2301.04090
Applications such as employees sharing office spaces over a workweek can be modeled as problems where agents are matched to resources over multiple rounds. Agents' requirements limit the set of compatible resources and the rounds in which they want t
Externí odkaz:
http://arxiv.org/abs/2211.17199
Autor:
Davidson, Ian, Ravi, S. S.
Existing work on fairness typically focuses on making known machine learning algorithms fairer. Fair variants of classification, clustering, outlier detection and other styles of algorithms exist. However, an understudied area is the topic of auditin
Externí odkaz:
http://arxiv.org/abs/2209.11762
Explainable AI (XAI) is an important developing area but remains relatively understudied for clustering. We propose an explainable-by-design clustering approach that not only finds clusters but also exemplars to explain each cluster. The use of exemp
Externí odkaz:
http://arxiv.org/abs/2209.09670