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Theodoros Tsiligkaridis
Theodoros Tsiligkaridis
Senior Research Scientist - MIT Lincoln Laboratory
Verified email at ll.mit.edu - Homepage
Title
Cited by
Cited by
Year
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
1432022
Covariance Estimation in High Dimensions via Kronecker Product Expansions
T Tsiligkaridis, AO Hero III
IEEE Transactions on Signal Processing 61 (21), 5347 - 5360, 2013
1392013
On Convergence of Kronecker Graphical Lasso Algorithms
T Tsiligkaridis, A Hero, S Zhou
IEEE Transactions on Signal Processing 61 (7), 1743 - 1755, 2013
932013
Graph-Guided Network for Irregularly Sampled Multivariate Time Series
X Zhang, M Zeman, T Tsiligkaridis, M Zitnik
arXiv preprint arXiv:2110.05357, 2021
682021
Collaborative 20 Questions for Target Localization
T Tsiligkaridis, B Sadler, A Hero
Information Theory, IEEE Transactions on 60 (4), 2233 - 2252, 2014
682014
Information Aware max-norm Dirichlet networks for predictive uncertainty estimation
T Tsiligkaridis
Neural Networks 135, 105-114, 2021
29*2021
Kronecker sum decompositions of space-time data
K Greenewald, T Tsiligkaridis, AO Hero
2013 5th IEEE International Workshop on Computational Advances in Multi …, 2013
292013
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
262021
On Decentralized Estimation with Active Queries
T Tsiligkaridis, BM Sadler, AO Hero III
IEEE Transactions on Signal Processing 63 (10), 2610-2622, 2015
262015
PAPR reduction performance by active constellation extension for diversity MIMO-OFDM systems
T Tsiligkaridis, DL Jones
Journal of Electrical and Computer Engineering 2010, 1-7, 2010
252010
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
212023
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
18*2022
Ultrasound Diagnosis of COVID-19: Robustness and Explainability
J Roberts, T Tsiligkaridis
arXiv preprint arXiv:2012.01145, 2020
132020
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
122021
Failure Prediction by Confidence Estimation of Uncertainty-Aware Dirichlet Networks
T Tsiligkaridis
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
112021
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
102013
Secure MIMO Communications under Quantized Channel Feedback in the presence of Jamming
T Tsiligkaridis
IEEE Transactions on Signal Processing 62 (23), 6265-6275, 2014
92014
A Difference of Convex Functions Approach to Large-scale Log-linear Model Estimation
T Tsiligkaridis, E Marcheret, V Goel
Audio, Speech, and Language Processing, IEEE Transactions on 21 (11), 2255 …, 2013
92013
Second Order Optimization for Adversarial Robustness and Interpretability
T Tsiligkaridis, J Roberts
arXiv preprint arXiv:2009.04923, 2020
82020
Reinforcement Learning with Budget-Constrained Nonparametric Function Approximation for Opportunistic Spectrum Access
T Tsiligkaridis, D Romero
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
8*2018
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Articles 1–20