| Ensemble Gaussian processes with spectral features for online interactive learning with scalability Q Lu, G Karanikolas, Y Shen, GB Giannakis International Conference on Artificial Intelligence and Statistics, 1910-1920, 2020 | 38 | 2020 |
| Ensemble Gaussian processes for online learning over graphs with adaptivity and scalability KD Polyzos, Q Lu, GB Giannakis IEEE Transactions on Signal Processing 70, 17-30, 2021 | 22 | 2021 |
| Incremental ensemble Gaussian processes Q Lu, GV Karanikolas, GB Giannakis IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (2), 1876-1893, 2022 | 19 | 2022 |
| Characterization and Receiver Design for Underwater Acoustic Channels with Large Doppler Spread Q Lu, Y Huang, W Zhaohui, S Zhou MTS/IEEE OCEANS Conference, 2015 | 17 | 2015 |
| Graph-adaptive incremental learning using an ensemble of Gaussian process experts KD Polyzos, Q Lu, GB Giannakis ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 15 | 2021 |
| Measurement extraction for a point target from an optical sensor Q Lu, Y Bar-Shalom, P Willett, B Balasingam IEEE Transactions on Aerospace and Electronic Systems 54 (6), 2735-2745, 2018 | 15 | 2018 |
| Surrogate modeling for Bayesian optimization beyond a single Gaussian process Q Lu, KD Polyzos, B Li, GB Giannakis IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 13 | 2023 |
| Nonlinear Observation Models With Additive Gaussian Noises and Efficient MLEs Q Lu, Y Bar-Shalom, P Willett, S Zhou IEEE Signal Processing Letters 24 (5), 545-549, 2017 | 13 | 2017 |
| The multidimensional cramér–rao–leibniz lower bound for likelihood functions with parameter-dependent support Q Lu, Y Bar-Shalom, P Willett, F Palmieri, F Daum IEEE Transactions on Aerospace and Electronic Systems 53 (5), 2331-2343, 2017 | 12 | 2017 |
| Tracking initially unresolved thrusting objects using an optical sensor Q Lu, Y Bar-Shalom, P Willett, R Ben-Dov, B Milgrom, K Granström IEEE Transactions on Aerospace and Electronic Systems 54 (2), 794-807, 2017 | 11 | 2017 |
| Towards artificial general intelligence (agi) in the internet of things (iot): Opportunities and challenges F Dou, J Ye, G Yuan, Q Lu, W Niu, H Sun, L Guan, G Lu, G Mai, N Liu, ... arXiv preprint arXiv:2309.07438, 2023 | 10 | 2023 |
| Efficient estimation of a thrusting/ballistic trajectory using a single passive sensor Q Lu, Y Bar-Shalom, P Willett, R Ben-Dov, T Yuan IEEE Transactions on Aerospace and Electronic Systems 54 (6), 3143-3149, 2018 | 10 | 2018 |
| Graph-adaptive semi-supervised tracking of dynamic processes over switching network modes Q Lu, VN Ioannidis, GB Giannakis IEEE Transactions on Signal Processing 68, 2586-2597, 2020 | 9 | 2020 |
| Measurement extraction for two closely-spaced objects using an imaging sensor Q Lu, Y Bar-Shalom, P Willett, FAN Palmieri, R Ben-Dov, B Milgrom IEEE Transactions on Aerospace and Electronic Systems 55 (6), 2965-2977, 2019 | 9 | 2019 |
| Estimation for a thrusting/ballistic object with mass ejection from a single fixed passive sensor with delayed acquisition K Yang, Q Lu, Y Bar-Shalom, P Willett, Z Freund, R Ben-Dov, B Milgrom IEEE Transactions on Aerospace and Electronic Systems 55 (6), 2786-2795, 2019 | 9 | 2019 |
| Motion parameter estimation of a thrusting/ballistic object from a single fixed passive sensor with delayed acquisition K Yang, Q Lu, Y Bar-Shalom, P Willett, Z Freund, R Ben-Dov 2017 20th International Conference on Information Fusion (Fusion), 1-5, 2017 | 9 | 2017 |
| Weighted ensembles for active learning with adaptivity KD Polyzos, Q Lu, GB Giannakis arXiv preprint arXiv:2206.05009, 2022 | 8 | 2022 |
| Online graph-guided inference using ensemble gaussian processes of egonet features KD Polyzos, Q Lu, GB Giannakis 2021 55th Asilomar Conference on Signals, Systems, and Computers, 182-186, 2021 | 8 | 2021 |
| Online unsupervised learning using ensemble Gaussian processes with random features GV Karanikolas, Q Lu, GB Giannakis ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 8 | 2021 |
| Probabilistic reconstruction of spatio-temporal processes over multi-relational graphs Q Lu, GB Giannakis IEEE Transactions on Signal and Information Processing over Networks 7, 166-176, 2021 | 8 | 2021 |
Georgios B. GiannakisMcKnight Presidential Chair in ECE Dept., University of MinnesotaVerified email at umn.edu
