Preliminary Results from a Peer-Led, Social Network Intervention, Augmented by Artificial Intelligence to Prevent HIV among Youth Experiencing Homelessness.

[BibT_eX]

[DOI]

Eric Rice

Laura Onasch-Vera

CoRR, 2020

Fuzzy c-Means Clustering for Persistence Diagrams.

[BibT_eX]

[DOI]

CoRR, 2020

Automatically Learning Compact Quality-aware Surrogates for Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning to Complement Humans.

[BibT_eX]

[DOI]

Bryan Wilder

Eric Horvitz

Ece Kamar

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Influence Maximization in Unknown Social Networks: Learning Policies for Effective Graph Sampling.

[BibT_eX]

[DOI]

Harshavardhan Kamarthi

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

End-to-End Game-Focused Learning of Adversary Behavior in Security Games.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

MIPaaL: Mixed Integer Program as a Layer.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Learning policies for Social network discovery with Reinforcement learning.

[BibT_eX]

[DOI]

Harshavardhan Kamarthi

CoRR, 2019

Decision-Focused Learning of Adversary Behavior in Security Games.

[BibT_eX]

[DOI]

CoRR, 2019

Improving GP-UCB Algorithm by Harnessing Decomposed Feedback.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

End to end learning and optimization on graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Exploring Algorithmic Fairness in Robust Graph Covering Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning to Prescribe Interventions for Tuberculosis Patients Using Digital Adherence Data.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

AI at the Margins: Data, Decisions, and Inclusive Social Impact.

[BibT_eX]

[DOI]

Bryan Wilder

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Group-Fairness in Influence Maximization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Distributionally Robust Submodular Maximization.

[BibT_eX]

[DOI]

Matthew Staib

Bryan Wilder

Stefanie Jegelka

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Defending Elections against Malicious Spread of Misinformation.

[BibT_eX]

[DOI]

Bryan Wilder

Yevgeniy Vorobeychik

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization.

[BibT_eX]

[DOI]

Bryan Wilder

Bistra Dilkina

Milind Tambe

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Bridging the Gap Between Theory and Practice in Influence Maximization: Raising Awareness about HIV among Homeless Youth.

[BibT_eX]

[DOI]

Amanda Yoshioka-Maxwell

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

End to end influence maximization for HIV prevention.

[BibT_eX]

[DOI]

Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

Algorithmic Social Intervention.

[BibT_eX]

[DOI]

Bryan Wilder

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Designing Fair, Efficient, and Interpretable Policies for Prioritizing Homeless Youth for Housing Resources.

[BibT_eX]

[DOI]

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018

Controlling Elections through Social Influence.

[BibT_eX]

[DOI]

Bryan Wilder

Yevgeniy Vorobeychik

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Optimizing Network Structure for Preventative Health.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

End-to-End Influence Maximization in the Field.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Activating the: Modeling Influence Spread in Natural-World Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Utilizing Housing Resources for Homeless Youth Through the Lens of Multiple Multi-Dimensional Knapsacks.

[BibT_eX]

[DOI]

Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018

Preventing Infectious Disease in Dynamic Populations Under Uncertainty.

[BibT_eX]

[DOI]

Bryan Wilder

Sze-Chuan Suen

Milind Tambe

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Maximizing Influence in an Unknown Social Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Risk-Sensitive Submodular Optimization.

[BibT_eX]

[DOI]

Bryan Wilder

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Equilibrium Computation and Robust Optimization in Zero Sum Games With Submodular Structure.

[BibT_eX]

[DOI]

Bryan Wilder

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Remembering a Conversation - A Conversational Memory Architecture for Embodied Conversational Agents.

[BibT_eX]

[DOI]

J. Intell. Syst., 2017

Equilibrium computation for zero sum games with submodular structure.

[BibT_eX]

[DOI]

Bryan Wilder

CoRR, 2017

Activating the "Breakfast Club": Modeling Influence Spread in Natural-World Social Networks.

[BibT_eX]

[DOI]

CoRR, 2017

AI in Informal Science Education: Bringing Turing Back to Life to Perform the Turing Test.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Educ., 2017

Influence Maximization with an Unknown Network by Exploiting Community Structure.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Social Influence Analysis co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017

Influence Maximization in the Field: The Arduous Journey from Emerging to Deployed Application.

[BibT_eX]

[DOI]

Amanda Yoshioka-Maxwell

Mary Hemler

Laura Onasch-Vera

Milind Tambe