Zobrazeno 1 - 10
of 131
pro vyhledávání: '"Adiga, Abhijin"'
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:
Hoque, Oishee Bintey, Swarup, Samarth, Adiga, Abhijin, Nouwakpo, Sayjro Kossi, Marathe, Madhav
Irrigation mapping plays a crucial role in effective water management, essential for preserving both water quality and quantity, and is key to mitigating the global issue of water scarcity. The complexity of agricultural fields, adorned with diverse
Externí odkaz:
http://arxiv.org/abs/2404.11762
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
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
Many scenarios where agents with restrictions compete for resources can be cast as maximum matching problems on bipartite graphs. Our focus is on resource allocation problems where agents may have restrictions that make them incompatible with some re
Externí odkaz:
http://arxiv.org/abs/2209.05170
The probabilistic satisfiability of a logical expression is a fundamental concept known as the partition function in statistical physics and field theory, an evaluation of a related graph's Tutte polynomial in mathematics, and the Moore-Shannon netwo
Externí odkaz:
http://arxiv.org/abs/2206.03550
Autor:
Chen, Jiangzhuo, Bhattacharya, Parantapa, Hoops, Stefan, Machi, Dustin, Adiga, Abhijin, Mortveit, Henning, Venkatramanan, Srinivasan, Lewis, Bryan, Marathe, Madhav
Publikováno v:
In Epidemics September 2024 48
Autor:
Bhattacharya, Parantapa, Machi, Dustin, Chen, Jiangzhuo, Hoops, Stefan, Lewis, Bryan, Mortveit, Henning, Venkatramanan, Srinivasan, Wilson, Mandy L., Marathe, Achla, Porebski, Przemyslaw, Klahn, Brian, Outten, Joseph, Vullikanti, Anil, Xie, Dawen, Adiga, Abhijin, Brown, Shawn, Barrett, Christopher, Marathe, Madhav
Publikováno v:
In Journal of Parallel and Distributed Computing September 2024 191
Autor:
Fox, Geoffrey, Glazier, James A., Kadupitiya, JCS, Jadhao, Vikram, Kim, Minje, Qiu, Judy, Sluka, James P., Somogyi, Endre, Marathe, Madhav, Adiga, Abhijin, Chen, Jiangzhuo, Beckstein, Oliver, Jha, Shantenu
The convergence of HPC and data-intensive methodologies provide a promising approach to major performance improvements. This paper provides a general description of the interaction between traditional HPC and ML approaches and motivates the Learning
Externí odkaz:
http://arxiv.org/abs/1902.10810