Abhijin Adiga

Orcid: 0000-0002-9770-034X

According to our database1, Abhijin Adiga authored at least 65 papers between 2003 and 2024.

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Bibliography

2024
Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Value-based Resource Matching with Fairness Criteria: Application to Agricultural Water Trading.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Learning the Topology and Behavior of Discrete Dynamical Systems.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Data-driven scalable pipeline using national agent-based models for real-time pandemic response and decision support.
Int. J. High Perform. Comput. Appl., 2023

A Machine Learning Framework to Explain Complex Geospatial Simulations: A Climate Change Case Study.
Proceedings of the Winter Simulation Conference, 2023

A Network-based Analytics Framework for High-Resolution Agent-based Epidemic Simulation Ensembles.
Proceedings of the Winter Simulation Conference, 2023

Identifying Complicated Contagion Scenarios from Cascade Data.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Resource Sharing through Multi-Round Matchings.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Reconstructing an Epidemic Outbreak Using Steiner Connectivity.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Using Active Queries to Infer Symmetric Node Functions of Graph Dynamical Systems.
J. Mach. Learn. Res., 2022

Network Models and Simulation Analytics for Multi-scale Dynamics of Biological Invasions.
Frontiers Big Data, 2022

Perturbative methods for mostly monotonic probabilistic satisfiability problems.
CoRR, 2022

Effective Social Network-Based Allocation of COVID-19 Vaccines.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Efficiently Learning the Topology and Behavior of a Networked Dynamical System Via Active Queries.
Proceedings of the International Conference on Machine Learning, 2022

Resource Allocation to Agents with Restrictions: Maximizing Likelihood with Minimum Compromise.
Proceedings of the Multi-Agent Systems - 19th European Conference, 2022

Community Detection Using Moore-Shannon Network Reliability: Application to Food Networks.
Proceedings of the Complex Networks and Their Applications XI, 2022

Maximizing Resource Allocation Likelihood with Minimum Compromise.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

Realistic Commodity Flow Networks to Assess Vulnerability of Food Systems.
Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

AI-Driven Agent-Based Models to Study the Role of Vaccine Acceptance in Controlling COVID-19 Spread in the US.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework.
Soc. Netw. Anal. Min., 2020

Boolean Games: Inferring Agents' Goals Using Taxation Queries.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Boolean Games: Inferring Agents' Goals Using Taxation Queries.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Bounds and Complexity Results for Learning Coalition-Based Interaction Functions in Networked Social Systems.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
On the Modeling and Agent-Based Simulation of a Cooperative Group Anagram Game.
Proceedings of the 2019 Winter Simulation Conference, 2019

Validating Agent-Based Models of Large Networked Systems.
Proceedings of the 2019 Winter Simulation Conference, 2019

Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

PAC Learnability of Node Functions in Networked Dynamical Systems.
Proceedings of the 36th International Conference on Machine Learning, 2019

Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018
Sublinear approximation algorithms for boxicity and related problems.
Discret. Appl. Math., 2018

Using Network Reliability to Understand International Food Trade Dynamics.
Proceedings of the Complex Networks and Their Applications VII, 2018

Using Active Queries to Learn Local Stochastic Behaviors in Social Networks.
Proceedings of the Complex Networks and Their Applications VII, 2018

Inferring Probabilistic Contagion Models Over Networks Using Active Queries.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Generative Modeling of Human Behavior and Social Interactions Using Abductive Analysis.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Learning the Behavior of a Dynamical System Via a "20 Questions" Approach.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Inferring local transition functions of discrete dynamical systems from observations of system behavior.
Theor. Comput. Sci., 2017

Activity in Boolean networks.
Nat. Comput., 2017

A k-Median Based Online Algorithm for the Stochastic k-Server Problem.
Proceedings of the Approximation and Online Algorithms - 15th International Workshop, 2017

Towards robust models of food flows and their role in invasive species spread.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Near-Optimal Algorithms for Controlling Propagation at Group Scale on Networks.
IEEE Trans. Knowl. Data Eng., 2016

To delay or not: Temporal vaccination games on networks.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Temporal Vaccination Games under Resource Constraints.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Complexity of Inferring Local Transition Functions of Discrete Dynamical Systems.
Proceedings of the Implementation and Application of Automata, 2015

Approximation Algorithms for Reducing the Spectral Radius to Control Epidemic Spread.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Controlling Propagation at Group Scale on Networks.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Effect of Graph Structure on the Limit Sets of Threshold Dynamical Systems.
Proceedings of the Cellular Automata and Discrete Complex Systems, 2015

Network Structure and Activity in Boolean Networks.
Proceedings of the Cellular Automata and Discrete Complex Systems, 2015

2014
Limit cycle structure for dynamic bi-threshold systems.
Theor. Comput. Sci., 2014

Representing a Cubic Graph as the Intersection Graph of Axis-Parallel Boxes in Three Dimensions.
SIAM J. Discret. Math., 2014

Sensitivity of Diffusion Dynamics to Network Uncertainty.
J. Artif. Intell. Res., 2014

Cubicity, degeneracy, and crossing number.
Eur. J. Comb., 2014

A constant factor approximation algorithm for boxicity of circular arc graphs.
Discret. Appl. Math., 2014

Lower bounds for boxicity.
Comb., 2014

Equilibria in Epidemic Containment Games.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
How Robust Is the Core of a Network?
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Subgraph Enumeration in Dynamic Graphs.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012
Parameterized and Approximation Algorithms for Boxicity
CoRR, 2012

Polynomial Time and Parameterized Approximation Algorithms for Boxicity.
Proceedings of the Parameterized and Exact Computation - 7th International Symposium, 2012

2011
Boxicity and Poset Dimension.
SIAM J. Discret. Math., 2011

2010
Cubicity of interval graphs and the claw number.
J. Graph Theory, 2010

The hardness of approximating the boxicity, cubicity and threshold dimension of a graph.
Discret. Appl. Math., 2010

Parameterized Algorithms for Boxicity.
Proceedings of the Algorithms and Computation - 21st International Symposium, 2010

2009
Cubicity of threshold graphs.
Discret. Math., 2009

2003
A design and implementation of orthonormal symmetric wavelet transform using PRCC filter banks.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003


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