Abhijin Adiga
14 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29)
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Keyword Collector
(81)
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Century Club Β· Bronze
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(5)
Top co-authors
Research topics
Machine Learning
(10)
Mathematics & Optimization
(7)
Optimization & Theory
(7)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types
(5)
Mathematics
(5)
Deep Learning
(3)
Optimization
(3)
Computer Vision
(2)
Architectures
(2)
Core Methods
(2)
Domain-Specific
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Keywords
remote sensing
(3)
active query
(3)
pac learning
(3)
discrete dynamical system
(3)
query complexity
(3)
sample complexity
(2)
infrastructure mapping
(2)
threshold function
(2)
semantic segmentation
(2)
natarajan dimension
(2)
networked dynamical system
(2)
domain adaptation
(1)
deep learning
(1)
network inference
(1)
adaptive learning
(1)
transfer learning
(1)
combinatorial optimization
(1)
maximum likelihood estimation
(1)
network reconstruction
(1)
topology learning
(1)
Papers
Information Theoretic Optimal Surveillance for Epidemic Prevalence in Networks
AAAI 2026
PRISM-CAFO: Prior-conditioned Remote-sensing Infrastructure Segmentation and Mapping for CAFOs
WACV 2026
A Unifying Information-theoretic Perspective on Evaluating Generative Models
AAAI 2025
IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation
IJCAI 2025
Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing
IJCAI 2025
Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks
ICML 2024
Learning the Topology and Behavior of Discrete Dynamical Systems
AAAI 2024
Reconstructing an Epidemic Outbreak Using Steiner Connectivity
AAAI 2023
Resource Sharing through Multi-Round Matchings
AAAI 2023
Efficiently Learning the Topology and Behavior of a Networked Dynamical System Via Active Queries
ICML 2022
Using Active Queries to Infer Symmetric Node Functions of Graph Dynamical Systems
JMLR 2022
Boolean Games: Inferring Agents' Goals Using Taxation Queries
IJCAI 2020
Bounds and Complexity Results for Learning Coalition-Based Interaction Functions in Networked Social Systems
AAAI 2020
PAC Learnability of Node Functions in Networked Dynamical Systems
ICML 2019