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Theodoros Tsiligkaridis
Theodoros Tsiligkaridis
Senior Research Scientist - MIT Lincoln Laboratory
Correu electrònic verificat a ll.mit.edu - Pàgina d'inici
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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
2932022
Covariance Estimation in High Dimensions via Kronecker Product Expansions
T Tsiligkaridis, AO Hero III
IEEE Transactions on Signal Processing 61 (21), 5347 - 5360, 2013
1462013
Graph-Guided Network for Irregularly Sampled Multivariate Time Series
X Zhang, M Zeman, T Tsiligkaridis, M Zitnik
arXiv preprint arXiv:2110.05357, 2021
1332021
On Convergence of Kronecker Graphical Lasso Algorithms
T Tsiligkaridis, A Hero, S Zhou
IEEE Transactions on Signal Processing 61 (7), 1743 - 1755, 2013
1022013
Collaborative 20 Questions for Target Localization
T Tsiligkaridis, B Sadler, A Hero
Information Theory, IEEE Transactions on 60 (4), 2233 - 2252, 2014
712014
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
702023
Information Aware max-norm Dirichlet networks for predictive uncertainty estimation
T Tsiligkaridis
Neural Networks 135, 105-114, 2021
40*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
38*2024
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
352021
Kronecker sum decompositions of space-time data
K Greenewald, T Tsiligkaridis, AO Hero
2013 5th IEEE International Workshop on Computational Advances in Multi …, 2013
282013
On Decentralized Estimation with Active Queries
T Tsiligkaridis, BM Sadler, AO Hero III
IEEE Transactions on Signal Processing 63 (10), 2610-2622, 2015
272015
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
272010
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
23*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
162021
Ultrasound Diagnosis of COVID-19: Robustness and Explainability
J Roberts, T Tsiligkaridis
arXiv preprint arXiv:2012.01145, 2020
142020
Failure Prediction by Confidence Estimation of Uncertainty-Aware Dirichlet Networks
T Tsiligkaridis
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
122021
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
112024
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
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
102023
Second Order Optimization for Adversarial Robustness and Interpretability
T Tsiligkaridis, J Roberts
arXiv preprint arXiv:2009.04923, 2020
102020
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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