Robust planning over restless groups: engagement interventions for a large-scale maternal telehealth program JA Killian, A Biswas, L Xu, S Verma, V Nair, A Taneja, A Hegde, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14295 …, 2023 | 9 | 2023 |
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation P Rodriguez-Diaz, JA Killian, L Xu, AS Suggala, A Taneja, M Tambe Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 12103 …, 2023 | 8 | 2023 |
A Manifold Learning Data Enrichment Methodology for Homicide Prediction JS Moreno-Pabón, M Dulce-Rubio, Y Castaño, AJ Riascos, ... 2020 7th International Conference on Behavioural and Social Computing (BESC …, 2020 | 6 | 2020 |
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks A Biswas, JA Killian, P Rodriguez-Diaz, S Ghosh, M Tambe arXiv preprint arXiv:2303.00799, 2023 | 5 | 2023 |
Optimizing vital sign monitoring in resource-constrained maternal care: An rl-based restless bandit approach N Boehmer, Y Zhao, G Xiong, P Rodriguez-Diaz, PDC Cibrian, J Ngonzi, ... arXiv preprint arXiv:2410.08377, 2024 | 2 | 2024 |
Improving Health Information Access in the World’s Largest Maternal Mobile Health Program via Bandit Algorithms A Lalan, S Verma, P Rodriguez-Diaz, P Danassis, A Mahale, KM Sudan, ... Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 22913 …, 2024 | 1 | 2024 |
Identifying Sources of Human Trafficking Within Online Escort Advertisements Written in Spanish P Rodríguez Díaz Universidad de los Andes, 2021 | 1 | 2021 |
Proceedings of the NeurIPS 2020 Workshop on Machine Learning for the Developing World: Improving Resilience T Afonja, K Klemmer, A Salama, P Rodriguez Diaz, N Kalavakonda, ... arXiv e-prints, arXiv: 2101.04347, 2021 | 1 | 2021 |
What is the Right Notion of Distance between Predict-then-Optimize Tasks? P Rodriguez-Diaz, L Kong, K Wang, D Alvarez-Melis, M Tambe arXiv preprint arXiv:2409.06997, 2024 | | 2024 |
Proceedings of the NeurIPS 2021 Workshop on Machine Learning for the Developing World: Global Challenges P Rodriguez-Diaz, T Afonja, K Klemmer, A Salama, N Kalavakonda, ... arXiv preprint arXiv:2301.04007, 2023 | | 2023 |
Understanding the Effect of Compliance with Quarantines and Lockdowns on Domestic Violence Occurrence in Bogota P Rodriguez-Diaz, O Gomez, D Newball, J Garcia, JS Moreno, A Riascos, ... | | 2022 |
Visual Representations to Evaluate the Heterogeneous Effects of Urban Parks Restoration on Crime JC Bocanegra, DN Ramírez, P Rodríguez-Díaz, HB Gutiérrez, M Dulce, ... Proceedings of the 4th ACM SIGCAS Conference on Computing and Sustainable …, 2021 | | 2021 |
Zero-Inflated Embeddings to Analyze Homicide Occurrence Patterns HLB Gutiérrez, Ó Gómez, MD Rubio, P Rodríguez-Díaz, ÁJR Villegas, ... 2021 2nd International Conference on Computing and Data Science (CDS), 337-343, 2021 | | 2021 |
Self-exciting Point Processes with Image Features as Covariates for Robbery Modeling. MD Rubio, P Rodríguez-Díaz, JSM Pabón, AJ Riascos, JE Camargo SAI (1), 886-898, 2021 | | 2021 |