| Self-supervised contrastive pre-training for time series via time-frequency consistency X Zhang, Z Zhao, T Tsiligkaridis, M Zitnik Advances in Neural Information Processing Systems 35, 3988-4003, 2022 | 291 | 2022 |
| Covariance Estimation in High Dimensions via Kronecker Product Expansions T Tsiligkaridis, AO Hero III IEEE Transactions on Signal Processing 61 (21), 5347 - 5360, 2013 | 145 | 2013 |
| Graph-Guided Network for Irregularly Sampled Multivariate Time Series X Zhang, M Zeman, T Tsiligkaridis, M Zitnik arXiv preprint arXiv:2110.05357, 2021 | 125 | 2021 |
| On Convergence of Kronecker Graphical Lasso Algorithms T Tsiligkaridis, A Hero, S Zhou IEEE Transactions on Signal Processing 61 (7), 1743 - 1755, 2013 | 101 | 2013 |
| Collaborative 20 Questions for Target Localization T Tsiligkaridis, B Sadler, A Hero Information Theory, IEEE Transactions on 60 (4), 2233 - 2252, 2014 | 71 | 2014 |
| Domain adaptation for time series under feature and label shifts H He, O Queen, T Koker, C Cuevas, T Tsiligkaridis, M Zitnik International Conference on Machine Learning, 12746-12774, 2023 | 67 | 2023 |
| Information Aware max-norm Dirichlet networks for predictive uncertainty estimation T Tsiligkaridis Neural Networks 135, 105-114, 2021 | 37* | 2021 |
| Development of a field artificial intelligence triage tool: Confidence in the prediction of shock, transfusion, and definitive surgical therapy in patients with truncal gunshot … CJ Nederpelt, AK Mokhtari, O Alser, T Tsiligkaridis, J Roberts, M Cha, ... Journal of Trauma and Acute Care Surgery 90 (6), 1054-1060, 2021 | 33 | 2021 |
| UNITS: A Unified Multi-Task Time Series Model S Gao, T Koker, O Queen, T Hartvigsen, T Tsiligkaridis, M Zitnik The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 31* | 2024 |
| Kronecker sum decompositions of space-time data K Greenewald, T Tsiligkaridis, AO Hero 2013 5th IEEE International Workshop on Computational Advances in Multi …, 2013 | 30 | 2013 |
| On Decentralized Estimation with Active Queries T Tsiligkaridis, BM Sadler, AO Hero III IEEE Transactions on Signal Processing 63 (10), 2610-2622, 2015 | 27 | 2015 |
| PAPR Reduction Performance by Active Constellation Extension for Diversity MIMO‐OFDM Systems T Tsiligkaridis, DL Jones Journal of Electrical and Computer Engineering 2010 (1), 930368, 2010 | 26 | 2010 |
| Understanding and Increasing Efficiency of Frank-Wolfe Adversarial Training T Tsiligkaridis, J Roberts Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 24* | 2022 |
| Fourier-Based Augmentations for Improved Robustness and Uncertainty Calibration R Soklaski, M Yee, T Tsiligkaridis NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and …, 2021 | 16 | 2021 |
| Ultrasound Diagnosis of COVID-19: Robustness and Explainability J Roberts, T Tsiligkaridis arXiv preprint arXiv:2012.01145, 2020 | 14 | 2020 |
| Encoding time-series explanations through self-supervised model behavior consistency O Queen, T Hartvigsen, T Koker, H He, T Tsiligkaridis, M Zitnik Advances in Neural Information Processing Systems 36, 2024 | 12 | 2024 |
| Supervised metric learning to rank for retrieval via contextual similarity optimization C Liao, T Tsiligkaridis, B Kulis International Conference on Machine Learning, 20906-20938, 2023 | 11* | 2023 |
| Failure Prediction by Confidence Estimation of Uncertainty-Aware Dirichlet Networks T Tsiligkaridis ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 11 | 2021 |
| Using the Field Artificial Intelligence Triage (FAIT) tool to predict hospital critical care resource utilization in patients with truncal gunshot wounds O Alser, A Dorken-Gallastegi, JA Proaño-Zamudio, C Nederpelt, ... The American Journal of Surgery 226 (2), 245-250, 2023 | 10 | 2023 |
| A collaborative 20 questions model for target search with human-machine interaction T Tsiligkaridis, BM Sadler, AO Hero 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 10 | 2013 |
Alfred HeroJohn H Holland Distinguished University Professor, University of MichiganVerified email at eecs.umich.edu