Madhav V. Marathe
7 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(18)
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Renaissance Researcher
(5)
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Mathematics & Optimization
(4)
Core AI
(4)
Mathematics
(3)
Optimization & Theory
(3)
Learning Types
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Keywords
graph dynamical system
(2)
active learning
(1)
threshold function
(1)
bayesian ensemble
(1)
graph learning
(1)
sample complexity
(1)
pac learning
(1)
adaptive learning
(1)
remote sensing
(1)
nash equilibrium
(1)
time series
(1)
network inference
(1)
query complexity
(1)
network topology
(1)
semantic segmentation
(1)
active query
(1)
evolutionary game
(1)
hazard function
(1)
agent-based model
(1)
stochastic optimization
(1)
Papers
Hazard Function Guided Agent-Based Models: A Case Study of Return Migration from Poland to Ukraine
IJCAI 2025
IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation
IJCAI 2025
A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration
AAAI 2024
Learning the Topology and Behavior of Discrete Dynamical Systems
AAAI 2024
Networked Anti-coordination Games Meet Graphical Dynamical Systems: Equilibria and Convergence
AAAI 2023
Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts
AAAI 2023
Using Active Queries to Infer Symmetric Node Functions of Graph Dynamical Systems
JMLR 2022