| Agent-based model construction using inverse reinforcement learning K Lee, M Rucker, WT Scherer, PA Beling, MS Gerber, H Kang 2017 Winter Simulation Conference (WSC), 1264-1275, 2017 | 22 | 2017 |
| Discovery of behavioral markers of social anxiety from smartphone sensor data Y Huang, J Gong, M Rucker, P Chow, K Fua, MS Gerber, B Teachman, ... Proceedings of the 1st Workshop on Digital Biomarkers, 9-14, 2017 | 22 | 2017 |
| A Framework for Addressing the Risks and Opportunities In Al-Supported Virtual Health Coaches S Baee, M Rucker, A Baglione, MK Ameko, L Barnes Proceedings of the 14th EAI International Conference on Pervasive Computing …, 2020 | 10 | 2020 |
| Detecting social contexts from mobile sensing indicators in virtual interactions with socially anxious individuals Z Wang, MA Larrazabal, M Rucker, ER Toner, KE Daniel, S Kumar, ... Proceedings of the ACM on interactive, mobile, wearable and ubiquitous …, 2023 | 9 | 2023 |
| Personalized reward learning with interaction-grounded learning (IGL) J Maghakian, P Mineiro, K Panaganti, M Rucker, A Saran, C Tan The Eleventh International Conference on Learning Representations, 2023 | 8 | 2023 |
| Personalized State Anxiety Detection: An Empirical Study with Linguistic Biomarkers and A Machine Learning Pipeline Z Wang, M Tang, MA Larrazabal, ER Toner, M Rucker, C Wu, ... 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 5 | 2023 |
| Wearable sensor-based multimodal physiological responses of socially anxious individuals across social contexts ER Toner, M Rucker, Z Wang, MA Larrazabal, L Cai, D Datta, ... arXiv preprint arXiv:2304.01293, 2023 | 4 | 2023 |
| Mobile sensing: Leveraging machine learning for efficient human behavior modeling EK Barrett, CM Fard, HN Katinas, CV Moens, LE Perry, BE Ruddy, ... 2020 Systems and Information Engineering Design Symposium (SIEDS), 1-7, 2020 | 4 | 2020 |
| Inverse Reinforcement Learning for Strategy Identification M Rucker, S Adams, R Hayes, PA Beling 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021 | 2 | 2021 |
| Reward Shaping For Human Learning via Inverse Reinforcement Learning MA Rucker, LT Watson, LE Barnes, MS Gerber arXiv preprint arXiv:2002.10904, 2020 | 2* | 2020 |
| Hoos Think Calmly: Evaluating the effect of personalized micro-sessions of cognitive bias modification on mental health outcomes ER Toner, S Livermon, KD Petz, E Leventhal, M Rucker, B Davidson, ... OSF, 2024 | 1 | 2024 |
| Infinite action contextual bandits with reusable data exhaust M Rucker, Y Zhu, P Mineiro International Conference on Machine Learning, 29259-29274, 2023 | 1 | 2023 |
| A mobile intervention to reduce anxiety among university students, faculty, and staff: Mixed methods study on users’ experiences S Livermon, A Michel, Y Zhang, K Petz, E Toner, M Rucker, ... PLOS Digital Health 4 (1), e0000601, 2025 | | 2025 |
| A Resource Efficient System for On-Smartwatch Audio Processing MS Ahmed, A Rahman, Z Wang, M Rucker, LE Barnes Proceedings of the 30th Annual International Conference on Mobile Computing …, 2024 | | 2024 |
| Understanding Privacy Risks versus Predictive Benefits in Wearable Sensor-Based Digital Phenotyping: A Quantitative Cost-Benefit Analysis Z Wang, M Rucker, ER Toner, MA Larrazabal, M Boukhechba, ... 2023 IEEE 19th International Conference on Body Sensor Networks (BSN), 1-4, 2023 | | 2023 |
| Eigen Memory Trees M Rucker, JT Ash, J Langford, P Mineiro, I Momennejad arXiv preprint arXiv:2210.14077, 2022 | | 2022 |
