Marathe, Madhav

5 publications

NeurIPS 2025 IRRISIGHT: A Large-Scale Multimodal Dataset and Scalable Pipeline to Address Irrigation and Water Management in Agriculture Nibir Chandra Mandal, Oishee Bintey Hoque, Mandy L Wilson, Samarth Swarup, Sayjro K Nouwakpo, Abhijin Adiga, Madhav Marathe

ICML 2024 Efficient PAC Learnability of Dynamical Systems over Multilayer Networks Zirou Qiu, Abhijin Adiga, Madhav Marathe, S. S. Ravi, Daniel Rosenkrantz, Richard Stearns, Anil Kumar Vullikanti

ICML 2022 Efficiently Learning the Topology and Behavior of a Networked Dynamical System via Active Queries Daniel J Rosenkrantz, Abhijin Adiga, Madhav Marathe, Zirou Qiu, S S Ravi, Richard Stearns, Anil Vullikanti

NeurIPS 2020 Wisdom of the Ensemble: Improving Consistency of Deep Learning Models Lijing Wang, Dipanjan Ghosh, Maria Gonzalez Diaz, Ahmed Farahat, Mahbubul Alam, Chetan Gupta, Jiangzhuo Chen, Madhav Marathe

ICML 2019 PAC Learnability of Node Functions in Networked Dynamical Systems Abhijin Adiga, Chris J Kuhlman, Madhav Marathe, S Ravi, Anil Vullikanti