Marathe, Madhav V.

23 publications

IJCAI 2025 Hazard Function Guided Agent-Based Models: A Case Study of Return Migration from Poland to Ukraine Zakaria Mehrab, S. S. Ravi, Logan Stundal, Samarth Swarup, Srinivasan Venkatramanan, Bryan L. Lewis, Henning S. Mortveit, David Leblang, Madhav V. Marathe

IJCAI 2025 IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-Constrained Semantic Segmentation Oishee Bintey Hoque, Abhijin Adiga, Aniruddha Adiga, Siddharth Chaudhary, Madhav V. Marathe, S. S. Ravi, Kirti Rajagopalan, Amanda Wilson, Samarth Swarup

IJCAI 2025 Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing Oishee Bintey Hoque, Nibir Chandra Mandal, Abhijin Adiga, Samarth Swarup, Sayjro Kossi Nouwakpo, Amanda Wilson, Madhav V. Marathe

AAAI 2024 A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration Zakaria Mehrab, Logan Stundal, Srinivasan Venkatramanan, Samarth Swarup, Bryan Leroy Lewis, Henning S. Mortveit, Christopher L. Barrett, Abhishek Pandey, Chad R. Wells, Alison P. Galvani, Burton H. Singer, Seyed M. Moghadas, David Leblang, Rita R. Colwell, Madhav V. Marathe

CVPRW 2024 IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery Oishee Bintey Hoque, Samarth Swarup, Abhijin Adiga, Sayjro Kossi Nouwakpo, Madhav V. Marathe

AAAI 2024 Learning the Topology and Behavior of Discrete Dynamical Systems Zirou Qiu, Abhijin Adiga, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz, Richard Edwin Stearns, Anil Vullikanti

IJCAI 2023 Efficient and Equitable Deployment of Mobile Vaccine Distribution Centers Da Qi Chen, Ann Li, George Z. Li, Madhav V. Marathe, Aravind Srinivasan, Leonidas Tsepenekas, Anil Vullikanti

AAAI 2023 Networked Anti-Coordination Games Meet Graphical Dynamical Systems: Equilibria and Convergence Zirou Qiu, Chen Chen, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz, Richard Edwin Stearns, Anil Vullikanti

AAAI 2023 Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts Aniruddha Adiga, Gursharn Kaur, Lijing Wang, Benjamin Hurt, Przemyslaw J. Porebski, Srinivasan Venkatramanan, Bryan L. Lewis, Madhav V. Marathe

IJCAI 2023 Simulation-Assisted Optimization for Large-Scale Evacuation Planning with Congestion-Dependent Delays Kazi Ashik Islam, Da Qi Chen, Madhav V. Marathe, Henning S. Mortveit, Samarth Swarup, Anil Vullikanti

IJCAI 2022 A Reliability-Aware Distributed Framework to Schedule Residential Charging of Electric Vehicles Rounak Meyur, Swapna Thorve, Madhav V. Marathe, Anil Vullikanti, Samarth Swarup, Henning S. Mortveit

AAAI 2022 CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting Lijing Wang, Aniruddha Adiga, Jiangzhuo Chen, Adam Sadilek, Srinivasan Venkatramanan, Madhav V. Marathe

AAAI 2022 Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites Zakaria Mehrab, Mandy L. Wilson, Serina Chang, Galen Harrison, Bryan L. Lewis, Alex Telionis, Justin Crow, Dennis Kim, Scott Spillmann, Kate Peters, Jure Leskovec, Madhav V. Marathe

AAAI 2022 Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics Zirou Qiu, Chen Chen, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz, Richard Edwin Stearns, Anil Vullikanti

JMLR 2022 Using Active Queries to Infer Symmetric Node Functions of Graph Dynamical Systems Abhijin Adiga, Chris J. Kuhlman, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz, Richard E. Stearns

AAAI 2021 Synchronous Dynamical Systems on Directed Acyclic Graphs: Complexity and Algorithms Daniel J. Rosenkrantz, Madhav V. Marathe, S. S. Ravi, Richard Edwin Stearns

AAAI 2020 Bounds and Complexity Results for Learning Coalition-Based Interaction Functions in Networked Social Systems Abhijin Adiga, Chris J. Kuhlman, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz, Richard Edwin Stearns, Anil Vullikanti

AAAI 2019 DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information Lijing Wang, Jiangzhuo Chen, Madhav V. Marathe

AAAI 2018 Learning the Behavior of a Dynamical System via a "20 Questions" Approach Abhijin Adiga, Chris J. Kuhlman, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz, Richard Edwin Stearns

UAI 2014 Bayesian Inference in Treewidth-Bounded Graphical Models Without Indegree Constraints Daniel J. Rosenkrantz, Madhav V. Marathe, Ravi Sundaram, Anil Vullikanti

ECML-PKDD 2010 Finding Critical Nodes for Inhibiting Diffusion of Complex Contagions in Social Networks Chris J. Kuhlman, V. S. Anil Kumar, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz

AAAI 2008 An Interaction-Based Approach to Computational Epidemiology Christopher L. Barrett, Stephen G. Eubank, Madhav V. Marathe

IJCAI 2007 Computational Aspects of Analyzing Social Network Dynamics Christopher L. Barrett, Harry B. Hunt Iii, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz, Richard Edwin Stearns, Mayur Thakur