Georgios B. Giannakis

University of Minnesota

Papers

11

Total Citations

211

H-Index

6

About

No biography available yet.

Research Focus

Computer science10 · 209 citations
Artificial intelligence9 · 206 citations
Mathematics7 · 195 citations
Robot5 · 99 citations
Algorithm3 · 90 citations
Engineering3 · 85 citations
Machine learning6 · 80 citations
Estimator1 · 78 citations
Extended Kalman filter1 · 78 citations
A priori and a posteriori1 · 78 citations
Control theory (sociology)1 · 78 citations
Kalman filter1 · 78 citations

Key Achievements

6
H-Index
11
Papers
211
Total Citations
19
Avg Citations/Paper
🏆 Most Cited Paper
Cooperative multi-robot localization under communication constraints
78 citations · 2009
📈 Most Prolific Year: 2023 (3 Papers)
🤝 Key Collaborators: 21
🏛 Institutions: University of Minnesota

Top Papers

  1. 1
    Cooperative multi-robot localization under communication constraints
    78 citations · 2009
  2. 2
    Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process
    53 citations · 2023
  3. 3
    Communication-Efficient Distributed Reinforcement Learning
    41 citations · 2018
  4. 4
    Bayesian Optimization with Ensemble Learning Models and Adaptive Expected Improvement
    8 citations · 2023
  5. 5
    Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation
    7 citations · 2019
  6. 6
    Weighted Ensembles for Active Learning with Adaptivity
    7 citations · 2022
  7. 7
    Weighted Ensembles for Adaptive Active Learning
    5 citations · 2024
  8. 8
    Time-Varying Convex Optimization: Time-Structured Algorithms and Applications
    5 citations · 2020
  9. 9
    Online scalable Gaussian processes with conformal prediction for guaranteed coverage
    3 citations · 2025
  10. 10
    Efficient 3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning
    2 citations · 2025

Key Collaborators

KDKonstantinos D. Polyzos6 shared papersQLQin Lu5 shared papersABAthanasios Bacharis2 shared papersHJH. James Nelson2 shared papersGLGeert Leus1 shared papersTBTamer Başar1 shared papersBLBingcong Li1 shared papersASAndrea Simonetto1 shared papersSPSantiago Paternain1 shared papersNPNikos Papanikolopoulos1 shared papersKZKaiqing Zhang1 shared papersZYZaiyue Yang1 shared papersJSJun Sun1 shared papersGWGang Wang1 shared papersTCTianyi Chen1 shared papersJXJun Xu1 shared papersSIStergios I. Roumeliotis1 shared papersNPNikolaos Papanikolopoulos1 shared papersEDEmiliano Dall’Anese1 shared papersQYQinmin Yang1 shared papers
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