Search Results for author: Abhijin Adiga

Found 4 papers, 2 papers with code

IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery

no code implementations17 Apr 2024 Oishee Bintey Hoque, Samarth Swarup, Abhijin Adiga, Sayjro Kossi Nouwakpo, Madhav Marathe

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.

Learning the Topology and Behavior of Discrete Dynamical Systems

no code implementations18 Feb 2024 Zirou Qiu, Abhijin Adiga, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz, Richard E. Stearns, Anil Vullikanti

On the positive side, we present efficient learning methods under the PAC model when the underlying graph of the dynamical system belongs to some classes.

Resource Sharing Through Multi-Round Matchings

1 code implementation30 Nov 2022 Yohai Trabelsi, Abhijin Adiga, Sarit Kraus, S. S. Ravi, Daniel J. Rosenkrantz

For a general class of benefit functions satisfying certain properties (including diminishing returns), we show that this multi-round matching problem is efficiently solvable.

Resource Allocation to Agents with Restrictions: Maximizing Likelihood with Minimum Compromise

1 code implementation12 Sep 2022 Yohai Trabelsi, Abhijin Adiga, Sarit Kraus, S. S. Ravi

Our focus is on resource allocation problems where agents may have restrictions that make them incompatible with some resources.

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