PPaperPicks

Madhav V. Marathe

Virginia Tech, Blacksburg, VA, USA

18 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1653-0658 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×5AAMAS ×5IJCAI ×3CVPR ×1ICML ×1NeurIPS ×1SIGKDD ×1WACV ×1

Frequent coauthors

Samarth Swarup
×12
Abhijin Adiga
×10
S. S. Ravi
×7
Anil Kumar S. Vullikanti
×6
Oishee Bintey Hoque
×6
Henning S. Mortveit
×6
Nibir Chandra Mandal
×4
Zakaria Mehrab
×4
Amanda Wilson
×3
Logan Stundal
×3
Srinivasan Venkatramanan
×3
Bryan Lewis
×3

Papers

  1. Information Theoretic Optimal Surveillance for Epidemic Prevalence in Networks
    AAAI 2026 ·
    Ritwick Mishra
    ,
    Abhijin Adiga
    , Madhav V. Marathe,
    S. S. Ravi
    ,
    Ravi Tandon
    ,
    Anil Vullikanti
  2. LLM-Enabled Scientific Knowledge Diffusion Analysis
    AAAI 2026 ·
    Uttam Rao
    , Madhav V. Marathe
  3. PRISM-CAFO: Prior-conditioned Remote-sensing Infrastructure Segmentation and Mapping for CAFOs
    WACV 2026 ·
    Oishee Bintey Hoque
    ,
    Nibir Chandra Mandal
    ,
    Kyle Luong
    ,
    Amanda Wilson
    ,
    Samarth Swarup
    , Madhav V. Marathe,
    Abhijin Adiga
  4. Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations
    AAAI 2026 ·
    Kazi Ashik Islam
    ,
    Zakaria Mehrab
    ,
    Mahantesh M. Halappanavar
    ,
    Henning S. Mortveit
    ,
    Sridhar Katragadda
    ,
    Jon Derek Loftis
    ,
    Stefan Hoops
    , Madhav V. Marathe
  5. Hazard Function Guided Agent-Based Models: A Case Study of Return Migration from Poland to Ukraine
    IJCAI 2025 ·
    Zakaria Mehrab
    ,
    S. S. Ravi
    ,
    Logan Stundal
    ,
    Samarth Swarup
    ,
    Srinivasan Venkatramanan
    ,
    Bryan L. Lewis
    ,
    Henning S. Mortveit
    ,
    David Leblang
    , Madhav V. Marathe
  6. IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation
    IJCAI 2025 ·
    Oishee Bintey Hoque
    ,
    Abhijin Adiga
    ,
    Aniruddha Adiga
    ,
    Siddharth Chaudhary
    , Madhav V. Marathe,
    S. S. Ravi
    ,
    Kirti Rajagopalan
    ,
    Amanda Wilson
    ,
    Samarth Swarup
  7. IRRISIGHT: A Large-Scale Multimodal Dataset and Scalable Pipeline to Address Irrigation and Water Management in Agriculture
    NeurIPS 2025 ·
    Nibir Chandra Mandal
    ,
    Oishee Bintey Hoque
    ,
    Mandy L. Wilson
    ,
    Samarth Swarup
    ,
    Sayjro Kossi Nouwakpo
    ,
    Abhijin Adiga
    , Madhav V. Marathe
  8. IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping
    SIGKDD 2025 ·
    Nibir Chandra Mandal
    ,
    Oishee Bintey Hoque
    ,
    Abhijin Adiga
    ,
    Samarth Swarup
    ,
    Mandy L. Wilson
    ,
    Lu Feng
    ,
    Yangfeng Ji
    ,
    Miaomiao Zhang
    ,
    Geoffrey C. Fox
    , Madhav V. Marathe
  9. Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing
    IJCAI 2025 ·
    Oishee Bintey Hoque
    ,
    Nibir Chandra Mandal
    ,
    Abhijin Adiga
    ,
    Samarth Swarup
    ,
    Sayjro Kossi Nouwakpo
    ,
    Amanda Wilson
    , Madhav V. Marathe
  10. On Some Fundamental Problems for Multi-Agent Systems Over Multilayer Networks
    AAMAS 2025 ·
    Daniel J. Rosenkrantz
    , Madhav V. Marathe,
    Zirou Qiu
    ,
    S. S. Ravi
    ,
    Richard Edwin Stearns
  11. A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration
    AAAI 2024 ·
    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
  12. Assessing Fairness of Residential Dynamic Pricing for Electricity using Active Learning with Agent-based Simulation
    AAMAS 2024 ·
    Swapna Thorve
    ,
    Henning S. Mortveit
    ,
    Anil Vullikanti
    , Madhav V. Marathe,
    Samarth Swarup
  13. Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks
    ICML 2024 ·
    Zirou Qiu
    ,
    Abhijin Adiga
    , Madhav V. Marathe,
    S. S. Ravi
    ,
    Daniel J. Rosenkrantz
    ,
    Richard Edwin Stearns
    ,
    Anil Kumar S. Vullikanti
  14. IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery
    CVPR 2024 ·
    Oishee Bintey Hoque
    ,
    Samarth Swarup
    ,
    Abhijin Adiga
    ,
    Sayjro Kossi Nouwakpo
    , Madhav V. Marathe
  15. Learning the Topology and Behavior of Discrete Dynamical Systems
    AAAI 2024 ·
    Zirou Qiu
    ,
    Abhijin Adiga
    , Madhav V. Marathe,
    S. S. Ravi
    ,
    Daniel J. Rosenkrantz
    ,
    Richard Edwin Stearns
    ,
    Anil Vullikanti
  16. Network Agency: An Agent-based Model of Forced Migration from Ukraine
    AAMAS 2024 ·
    Zakaria Mehrab
    ,
    Logan Stundal
    ,
    Samarth Swarup
    ,
    Srinivasan Venkatramanan
    ,
    Bryan Lewis
    ,
    Henning S. Mortveit
    ,
    Christopher L. Barrett
    ,
    Abhishek Pandey
    ,
    Chad R. Wells
    ,
    Alison P. Galvani
    ,
    Burton H. Singer
    ,
    David Leblang
    ,
    Rita R. Colwell
    , Madhav V. Marathe
  17. Strategic Routing and Scheduling for Evacuations
    AAMAS 2024 ·
    Kazi Ashik Islam
    ,
    Da Qi Chen
    , Madhav V. Marathe,
    Henning S. Mortveit
    ,
    Samarth Swarup
    ,
    Anil Vullikanti
  18. Value-based Resource Matching with Fairness Criteria: Application to Agricultural Water Trading
    AAMAS 2024 ·
    Abhijin Adiga
    ,
    Yohai Trabelsi
    ,
    Tanvir Ferdousi
    , Madhav V. Marathe,
    S. S. Ravi
    ,
    Samarth Swarup
    ,
    Anil Kumar S. Vullikanti
    ,
    Mandy L. Wilson
    ,
    Sarit Kraus
    ,
    Reetwika Basu
    ,
    Supriya Savalkar
    ,
    Matthew Yourek
    ,
    Michael Brady
    ,
    Kirti Rajagopalan
    ,
    Jonathan Yoder