PUBLICATIONS

Niklas Mannhardt, Elizabeth Bondi-Kelly, Barbara Lam, Chloe O'Connell, Mercy Asiedu, Hussein Mozannar, Monica Agrawal, Alejandro Buendia, Tatiana Urman, Irbaz B. Riaz, Catherine E. Ricciardi, Marzyeh Ghassemi, David Sontag. Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study. Preprint, January 2024.

Elizabeth Bondi-Kelly, Tom Hartvigsen, Lindsay M Sanneman, Swami Sankaranarayanan, Zach Harned, Grace Wickerson, Judy Wawira Gichoya, Lauren Oakden-Rayner, Leo Anthony Celi, Matthew P Lungren, Julie A Shah, Marzyeh Ghassemi. Taking Off with AI: Lessons from Aviation for Healthcare. In EAAMO, October 2023.

Elizabeth Bondi-Kelly, Haipeng Chen, Christopher D. Golden, Nikhil Behari, Milind Tambe. Predicting micronutrient deficiency with publicly available satellite data. In AI Magazine, March 2023.

Lily Xu, Esther Rolf, Sara Beery, Joseph R. Bennett, Tanya Y. Berger-Wolf, Tanya Birch, Elizabeth Bondi-Kelly, Justin Brashares, Melissa S. Chapman, Anthony Corso, Andrew Davies, Nikhil Garg, Angela Gaylard, Robert Heilmayr, Hannah Kerner, Konstantin Klemmer, Vipin Kumar, Lester Mackey, Claire Monteleoni, Paul Moorcroft, Jonathan Palmer, Andrew Perrault, David Thau, Milind Tambe: Reflections from the Workshop on AI-Assisted Decision Making for Conservation. In arXiv, July 2023.

Lucia Gordon, Nikhil Behari, Samuel Collier, Elizabeth Bondi-Kelly, Jackson A. Killian, Catherine Ressijac, Peter Boucher, Andrew Davies, and Milind Tambe. Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats. In IJCAI (AI And Social Good Track), August 2023.

Adam  Żychowski, Jacek Mańdziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, and Balaraman Ravindran. Evolutionary Approach to Security Games with Signaling. In Proceedings of the International Joint Conference on AI, July 2022.

Elizabeth Bondi, Raphael Koster, Hannah Sheahan, Martin Chadwick, Yoram Bachrach, Taylan Cemgil, Ulrich Paquet, Krishnamurthy Dvijotham. Role of Human-AI Interaction in Selective Prediction. In Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, February 2022.

Elizabeth Bondi, Haipeng Chen, Christopher D. Golden, Nikhil Behari, Milind Tambe. Micronutrient Deficiency Prediction via Publicly Available Satellite Data. In Proceedings of the Conference on Innovative Applications of Artificial Intelligence (Emerging Applications Track), February 2022.

Elizabeth Bondi*, Lily Xu*, Diana Acosta-Navas, Jackson A. Killian. Envisioning Communities: A Participatory Approach Towards AI for Social Good. In Proceedings of the Fourth AAAI/ACM Conference on AI, Ethics, and Society, May 2021.

Aravind Venugopal, Elizabeth Bondi, Harshavardhan Kamarthi, Keval Dholakia, Balaraman Ravindran, Milind Tambe. Reinforcement Learning for Unified Allocation and Patrolling in Signaling Games with Uncertainty. In Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems, May 2021.

Lily Xu, Elizabeth Bondi, Fei Fang, Andrew Perrault, Kai Wang, Milind Tambe. Dual-Mandate Patrols: Multi-Armed Bandits for Green Security. In Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, February 2021.

Nikhil Behari, Elizabeth Bondi, Christopher D. Golden, Hervet J. Randriamady, and Milind Tambe. Satellite-Based Food Market Detection for Micronutrient Deficiency Prediction. In AAAI 2021 5th International Workshop on Health Intelligence (W3PHIAI-21), February 2021.

Sara Beery* and Elizabeth Bondi*. Can poachers find animals from public camera trap images? In CVPR Workshop on Computer Vision for Animal Behavior Tracking and Modeling (CV4Animals), June 2021.

Elizabeth Bondi, Catherine Ressijac, Peter Boucher. Preliminary Detection of Rhino Middens for Understanding Rhino Behavior. In CVPR Workshop on Computer Vision for Animal Behavior Tracking and Modeling (CV4Animals), June 2021.

Anika Puri and Elizabeth Bondi. Space, Time, and Counts: Improved Human vs Animal Detection in Thermal Infrared Drone Videos for Prevention of Wildlife Poaching. In KDD Fragile Earth Workshop, August 2021.

Elizabeth Bondi, Hoon Oh, Haifeng Xu, Fei Fang, Bistra Dilkina, Milind Tambe. To Signal or Not To Signal: Exploiting Uncertain Real-Time Information in Signaling Games for Security and Sustainability. In Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, February 2020.

Elizabeth Bondi, Raghav Jain, Palash Aggrawal, Saket Anand, Robert Hannaford, Ashish Kapoor, Jim Piavis, Shital Shah, Lucas Joppa, Bistra Dilkina, Milind Tambe. BIRDSAI: A Dataset for Detection and Tracking in Aerial Thermal Infrared Videos. In Proceedings of the IEEE Winter Conference on Applications of Computer Vision, March 2020.

Elizabeth Bondi, Andrew Perrault, Fei Fang, Benjamin L. Rice, Christopher D. Golden, and Milind Tambe. Mapping for Public Health: Initial Plan for Using Satellite Imagery for Micronutrient Deficiency Prediction. In KDD 2020 Workshop on Humanitarian Mapping, August 2020. 

Ilkin Bayramli, Elizabeth Bondi, and Milind Tambe.  In the Shadow of Disaster: Finding Shadows to Improve Damage Detection. In Harvard CRCS Workshop on AI for Social Good, July 2020. 

Sarah Cooney, Kai Wang, Elizabeth Bondi, Thanh Nguyen, Phebe Vayanos, Hailey Winetrobe, Edward A. Cranford, Cleotilde Gonzalez, Christian Lebiere, Milind Tambe. Learning to Signal in the Goldilocks Zone: Improving Adversary Compliance in Security Games. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (Research Track), September 2019.

Elizabeth Bondi and Hoon Oh, Haifeng Xu, Fei Fang, Bistra Dilkina, Milind Tambe. Broken Signals in Security Games: Coordinating Mobile Patrollers and Sensors in the Real World. In Proceedings of the the 18th International Conference on Autonomous Agents and Multiagent Systems (Extended Abstract), May 2019.

Elizabeth Bondi, Hoon Oh, Haifeng Xu, Fei Fang, Bistra Dilkina, Milind Tambe. Using Game Theory in Real Time in the Real World: A Conservation Case Study. In System Demos at the 18th International Conference on Autonomous Agents and Multiagent Systems, May 2019.

Elizabeth Bondi, Debadeepta Dey, Ashish Kapoor, Jim Piavis, Shital Shah, Fei Fang, Bistra Dilkina, Robert Hannaford, Arvind Iyer, Lucas Joppa, Milind Tambe. AirSim-W: A Simulation Environment for Wildlife Conservation. In Proceedings of the ACM SIGCAS Conference on Computing and Sustainable Societies, June 2018.

Elizabeth Bondi, Fei Fang, Mark Hamilton, Debarun Kar, Donnabell Dmello, Jongmoo Choi, Robert Hannaford, Arvind Iyer, Lucas Joppa, Milind Tambe, Ram Nevatia. SPOT Poachers in Action: Augmenting Conservation Drones with Automatic Detection in Near Real Time. In Proceedings of the 30th Annual Conference on Innovative Applications of Artificial Intelligence (Emerging Applications Track), February 2018.

Elizabeth Bondi, Fei Fang, Debarun Kar, Venil Noronha, Donnabell Dmello, Milind Tambe, Arvind Iyer, Robert Hannaford. VIOLA: Video Labeling Application for Security Domains. In Proceedings of the 8th International Conference on Decision and Game Theory for Security (Data-Centric Models and Approaches Track), October 2017.

Elizabeth Bondi, Carl Salvaggio, Matthew Montanaro, Aaron Gerace. Calibration of UAS imagery inside and outside of shadows for improved vegetation index computation. In Proceedings of the SPIE, Defense + Commercial Sensing, Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping Conference, April 2016.

Elizabeth Bondi, Briana Neuberger, Megan Iafrati, Joe Pow. Multidimensional Comparison of Project-Based Learning Programs. In Proceedings of the 4th IEEE Integrated STEM Education Conference (K-12 Integrated STEM Education Track), 2014.