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Qin Lu 0002
Person information
- affiliation: University of Minnesota, Minneapolis, MN, USA
- affiliation (Ph.D., 2018): University of Connecticut, Storrs, CT, USA
Other persons with the same name
- Qin Lu — disambiguation page
- Qin Lu 0001
(aka: Chin Lu 0001) — Hong Kong Polytechnic University, Hong Kong (and 2 more)
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2020 – today
- 2024
- [j15]Konstantinos D. Polyzos
Weighted Ensembles for Adaptive Active Learning. IEEE Trans. Signal Process. 72: 4178-4190 (2024) - [j14]Jia Yan
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing. IEEE Trans. Wirel. Commun. 23(4): 3425-3436 (2024) - [c18]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Active labeling for online ensemble learning. SAM 2024: 1-5 - [c17]Jia Yan, Qin Lu, Konstantinos D. Polyzos:
Adaptive Bayesian Optimization for Online Management in Mobile Edge Computing. SAM 2024: 1-5 - 2023
- [j13]Qin Lu
Incremental Ensemble Gaussian Processes. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1876-1893 (2023) - [j12]Qin Lu
Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 11283-11296 (2023) - [c16]Qin Lu, Konstantinos D. Polyzos:
Gaussian Process Dynamical Modeling for Adaptive Inference Over Graphs. ICASSP 2023: 1-5 - [c15]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Bayesian Optimization with Ensemble Learning Models and Adaptive Expected Improvement. ICASSP 2023: 1-5 - 2022
- [j11]Konstantinos D. Polyzos
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability. IEEE Trans. Signal Process. 70: 17-30 (2022) - [c14]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Active Sampling over Graphs for Bayesian Reconstruction with Gaussian Ensembles. IEEECONF 2022: 58-64 - [c13]Jia Yan, Qin Lu, Georgios B. Giannakis:
Bayesian Optimization for Task Offloading and Resource Allocation in Mobile Edge Computing. IEEECONF 2022: 1086-1090 - [i5]Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis
Surrogate modeling for Bayesian optimization beyond a single Gaussian process. CoRR abs/2205.14090 (2022) - [i4]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
Weighted Ensembles for Active Learning with Adaptivity. CoRR abs/2206.05009 (2022) - [i3]Jia Yan, Qin Lu, Georgios B. Giannakis
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing. CoRR abs/2211.09178 (2022) - 2021
- [j10]Qin Lu
Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs. IEEE Trans. Signal Inf. Process. over Networks 7: 166-176 (2021) - [c12]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
Online Graph-Guided Inference Using Ensemble Gaussian Processes of Egonet Features. ACSCC 2021: 182-186 - [c11]Konstantinos D. Polyzos, Qin Lu, Alireza Sadeghi, Georgios B. Giannakis
On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation. ACSCC 2021: 1018-1022 - [c10]Qin Lu, Georgios B. Giannakis
Spatio-Temporal Inference of Dynamical Gaussian Processes Over Graphs. ACSCC 2021: 1515-1519 - [c9]Georgios Vasileios Karanikolas, Qin Lu, Georgios B. Giannakis
Online Unsupervised Learning Using Ensemble Gaussian Processes with Random Features. ICASSP 2021: 3190-3194 - [c8]Qin Lu, Georgios B. Giannakis
Gaussian Process Temporal-Difference Learning with Scalability and Worst-Case Performance Guarantees. ICASSP 2021: 3485-3489 - [c7]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
Graph-Adaptive Incremental Learning Using an Ensemble of Gaussian Process Experts. ICASSP 2021: 5220-5224 - [i2]Qin Lu, Georgios Vasileios Karanikolas, Georgios B. Giannakis:
Incremental Ensemble Gaussian Processes. CoRR abs/2110.06777 (2021) - [i1]Qin Lu, Georgios B. Giannakis:
Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes. CoRR abs/2112.00882 (2021) - 2020
- [j9]Qin Lu
Graph-Adaptive Semi-Supervised Tracking of Dynamic Processes Over Switching Network Modes. IEEE Trans. Signal Process. 68: 2586-2597 (2020) - [c6]Qin Lu, Georgios Vasileios Karanikolas, Yanning Shen, Georgios B. Giannakis:
Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability. AISTATS 2020: 1910-1920 - [c5]Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis
Semi-Supervised Learning of Processes Over Multi-Relational Graphs. ICASSP 2020: 5560-5564
2010 – 2019
- 2019
- [j8]Kaipei Yang
Estimation for a Thrusting/Ballistic Object With Mass Ejection From a Single Fixed Passive Sensor With Delayed Acquisition. IEEE Trans. Aerosp. Electron. Syst. 55(6): 2786-2795 (2019) - [j7]Qin Lu
Measurement Extraction for Two Closely-Spaced Objects Using an Imaging Sensor. IEEE Trans. Aerosp. Electron. Syst. 55(6): 2965-2977 (2019) - [c4]Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis
Learning Graph Processes with Multiple Dynamical Models. ACSSC 2019: 1783-1787 - [c3]Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis
Semi-Supervised Tracking of Dynamic Processes Over Switching Graphs. DSW 2019: 64-68 - 2018
- [j6]Qin Lu
Tracking Initially Unresolved Thrusting Objects Using an Optical Sensor. IEEE Trans. Aerosp. Electron. Syst. 54(2): 794-807 (2018) - [j5]Qin Lu
Measurement Extraction for a Point Target From an Optical Sensor. IEEE Trans. Aerosp. Electron. Syst. 54(6): 2735-2745 (2018) - [j4]Qin Lu
Efficient Estimation of a Thrusting/Ballistic Trajectory Using a Single Passive Sensor. IEEE Trans. Aerosp. Electron. Syst. 54(6): 3143-3149 (2018) - 2017
- [j3]Qin Lu, Xiaoyi Hu, Deqing Wang, Shengli Zhou:
Parallel combinatory multicarrier modulation in underwater acoustic communications. IET Commun. 11(9): 1331-1337 (2017) - [j2]Qin Lu
The Multidimensional Cramér-Rao-Leibniz Lower Bound for Likelihood Functions With Parameter-Dependent Support. IEEE Trans. Aerosp. Electron. Syst. 53(5): 2331-2343 (2017) - [j1]Qin Lu
A Bootstrapped PMHT with Feature Measurements. IEEE Trans. Aerosp. Electron. Syst. 53(5): 2559-2571 (2017) - [c2]Qin Lu, Yaakov Bar-Shalom, Peter Willett
Multidimensional Cramér-Rao-Leibniz lower bound for vector-measurement-based likelihood functions with parameter-dependent support. FUSION 2017: 1-8 - [c1]Kaipei Yang, Qin Lu, Yaakov Bar-Shalom, Peter Willett
Motion parameter estimation of a thrusting/ballistic object from a single fixed passive sensor with delayed acquisition. FUSION 2017: 1-5
Coauthor Index
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