| dispel4py: A Python framework for data-intensive scientific computing R Filguiera, A Krause, M Atkinson, I Klampanos, A Moreno The International Journal of High Performance Computing Applications 31 (4 …, 2017 | 76 | 2017 |
| iSurvive: An interpretable, event-time prediction model for mHealth JMR Walter Dempsey*, Alexander Moreno*, Christy Scott, Michael Dennis, David ... International Conference on Machine Learning, 970-979, 2017 | 30* | 2017 |
| The mobile assistance for regulating smoking (MARS) micro-randomized trial design protocol I Nahum-Shani, LN Potter, CY Lam, J Yap, A Moreno, R Stoffel, Z Wu, ... Contemporary clinical trials 110, 106513, 2021 | 19 | 2021 |
| Learning continuous-time hidden markov models for event data YY Liu, A Moreno, S Li, F Li, L Song, JM Rehg Mobile Health: Sensors, Analytic Methods, and Applications, 361-387, 2017 | 19 | 2017 |
| SmokingOpp: Detecting the smoking'opportunity'context using mobile sensors S Chatterjee, A Moreno, SL Lizotte, S Akther, E Ertin, CP Fagundes, ... Proceedings of the ACM on interactive, mobile, wearable and ubiquitous …, 2020 | 18 | 2020 |
| Automatic variational ABC A Moreno, T Adel, E Meeds, JM Rehg, M Welling arXiv preprint arXiv:1606.08549, 2016 | 17 | 2016 |
| REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning M Xu, A Moreno, H Wei, B Marlin, JM Rehg The Twelfth International Conference on Learning Representations, 2024 | 15* | 2024 |
| PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation M Xu, A Moreno, S Nagesh, VB Aydemir, DW Wetter, S Kumar, JM Rehg Thirty-sixth Conference on Neural Information Processing Systems Datasets …, 2022 | 10 | 2022 |
| Improving Financial Computation Speed With Full and Subproblem Memoization A Moreno, T Balch Concurrency and Computation: Practice and Experience, 2015 | 6* | 2015 |
| A spatiotemporal approach to predicting glaucoma progression using a ct-hmm S Nagesh, A Moreno, H Ishikawa, G Wollstein, JS Shuman, JM Rehg Machine Learning for Healthcare Conference, 140-159, 2019 | 5 | 2019 |
| Kernel Multimodal Continuous Attention A Moreno, Z Wu, S Nagesh, WH Dempsey, JM Rehg Advances in Neural Information Processing Systems, 2022 | 3* | 2022 |
| A Robust Functional EM Algorithm for Incomplete Panel Count Data A Moreno, Z Wu, J Yap, D Wetter, C Lam, I Nahum-Shani, W Dempsey, ... Advances in Neural Information Processing Systems 33, 2020 | 2 | 2020 |
| RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions EK Huch, J Shi, MR Abbott, JR Golbus, A Moreno, WH Dempsey The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 1* | 2024 |
| KrADagrad: Kronecker Approximation-Domination Gradient Preconditioned Stochastic Optimization J Mei, A Moreno, L Walters Uncertainty in Artificial Intelligence, 2023 | 1 | 2023 |
| Transformers for prompt-level EMA non-response prediction S Nagesh, A Moreno, SM Carpenter, J Yap, S Chatterjee, SL Lizotte, ... arXiv preprint arXiv:2111.01193, 2021 | 1 | 2021 |
| Enhancing Gene Set Overrepresentation Analysis with Large Language Models J Zhu, RY Wang, X Wang, R Azevedo, A Moreno, JA Kuhn, Z Khan Bioinformatics Advances, Accepted, 2025 | | 2025 |
| The Price of Linear Time: Error Analysis of Structured Kernel Interpolation A Moreno, J Xiao, J Mei arXiv preprint arXiv:2502.00298, 2025 | | 2025 |
| PyPulse: A Python Library for Biosignal Imputation K Gao, MA Xu, JM Rehg, A Moreno arXiv preprint arXiv:2412.06382, 2024 | | 2024 |
| SKI to go Faster: Accelerating Toeplitz Neural Networks via Asymmetric Kernels A Moreno, J Mei, L Walters arXiv preprint arXiv:2305.09028, 2023 | | 2023 |
| Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling YY Liu, A Moreno, MA Xu, S Li, JC McDaniel, NC Brady, A Rozga, F Li, ... arXiv preprint arXiv:2110.13998, 2021 | | 2021 |
James M. RehgFounder Professor of Computer Science, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
