| Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ... Proceedings of the National Academy of Sciences 119 (15), e2113561119, 2022 | 248 | 2022 |
| Deepcovid: An operational deep learning-driven framework for explainable real-time covid-19 forecasting A Rodriguez, A Tabassum, J Cui, J Xie, J Ho, P Agarwal, B Adhikari, ... Proceedings of the AAAI Conference on Artificial Intelligence 35 (17), 15393 …, 2021 | 120 | 2021 |
| The United States COVID-19 forecast hub dataset EY Cramer, Y Huang, Y Wang, EL Ray, M Cornell, J Bracher, A Brennen, ... Scientific data 9 (1), 462, 2022 | 109 | 2022 |
| Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 A Rodríguez, N Muralidhar, B Adhikari, A Tabassum, N Ramakrishnan, ... Proceedings of the AAAI Conference on Artificial Intelligence 35 (6), 4855-4863, 2021 | 32 | 2021 |
| EINNs: Epidemiologically-Informed Neural Networks A Rodríguez, J Cui, N Ramakrishnan, B Adhikari, BA Prakash Proceedings of the AAAI Conference on Artificial Intelligence 37, 2023 | 30 | 2023 |
| Differentiable Agent-based Epidemiology A Chopra, A Rodríguez, J Subramanian, B Krishnamurthy, BA Prakash, ... Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023 | 28* | 2023 |
| Machine learning for data-centric epidemic forecasting A Rodríguez, H Kamarthi, P Agarwal, J Ho, M Patel, S Sapre, BA Prakash Nature Machine Intelligence, 1-10, 2024 | 27* | 2024 |
| When in Doubt: Neural Non-Parametric Uncertainty Quantification for Epidemic Forecasting H Kamarthi, L Kong, A Rodríguez, C Zhang, BA Prakash Advances in Neural Information Processing Systems 34, 2021 | 26* | 2021 |
| CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting H Kamarthi, L Kong, A Rodríguez, C Zhang, BA Prakash Proceedings of the ACM Web Conference 2022, 3174-3185, 2022 | 17 | 2022 |
| Evaluation of FluSight influenza forecasting in the 2021–22 and 2022–23 seasons with a new target laboratory-confirmed influenza hospitalizations SM Mathis, AE Webber, TM León, EL Murray, M Sun, LA White, LC Brooks, ... Nature Communications 15 (1), 6289, 2024 | 16 | 2024 |
| Back2Future: Leveraging Backfill Dynamics for Improving Real-time Predictions in Future H Kamarthi, A Rodríguez, BA Prakash International Conference on Learning Representations, 2022 | 12 | 2022 |
| When Rigidity Hurts: Soft Consistency Regularization for Probabilistic Hierarchical Time Series Forecasting H Kamarthi, L Kong, A Rodríguez, C Zhang, BA Prakash Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 10* | 2023 |
| Performative Time-Series Forecasting Z Zhao, A Rodriguez, BA Prakash arXiv preprint arXiv:2310.06077, 2023 | 4 | 2023 |
| The 4th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery (epiDAMIK 4.0@ KDD2021) B Adhikari, A Srivastava, S Pei, S Kefayati, R Yu, A Yadav, A Rodríguez, ... Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 4 | 2021 |
| Epidemic Forecasting with a Data-Centric Lens A Rodríguez, H Kamarthi, BA Prakash Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 3 | 2022 |
| epiDAMIK 5.0: The 5th International Workshop on Epidemiology meets Data Mining and Knowledge Discovery B Adhikari, A Yadav, S Pei, A Srivastava, S Kefayati, A Rodríguez, ... Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 3 | 2022 |
| NetReAct: Interactive Learning for Network Summarization SE Amiri, B Adhikari, J Wenskovitch, A Rodriguez, M Dowling, C North, ... arXiv preprint arXiv:2012.11821, 2020 | 3 | 2020 |
| Mapping network states using connectivity queries A Rodríguez, B Adhikari, AD González, C Nicholson, A Vullikanti, ... 2020 IEEE International Conference on Big Data (Big Data), 778-787, 2020 | 3 | 2020 |
| Using neural networks to calibrate agent based models enables improved regional evidence for vaccine strategy and policy A Chopra, A Rodriguez, BA Prakash, R Raskar, T Kingsley Vaccine 41 (48), 7067-7071, 2023 | 1 | 2023 |
| AI & Multi-agent Systems for Data-centric Epidemic Forecasting A Rodríguez Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023 | 1 | 2023 |
B. Aditya PrakashAssociate Professor, Georgia Institute of TechnologyVerified email at cs.cmu.edu
