Konstantinos Slavakis

1. Proximal Bellman mappings for reinforcement learning and their application to robust adaptive filtering
   2023/09/14 by Yuki AKIYAMA, Akiyama, Yuki, Konstantinos Slavakis +1 · 2 citations
   Engineering · Physics and Astronomy · #Advanced Adaptive Filtering Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Signal Processing (eess.SP) #Stability and Controllability of Differential Equations #electronic engineering #information engineering
2. Online reinforcement learning via sparse Gaussian mixture model Q-functions
   2025/09/18 by Minh Vu, Vu, Minh, Konstantinos Slavakis +1 · 1 citation
   Computer Science · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
3. Tensor-Based Binary Graph Encoding for Variational Quantum Classifiers
   2025/01/24 by Shiwen An, An, Shiwen, Konstantinos Slavakis +1 · 1 citation
   Computer Science · #Computational Physics and Python Applications #Data Analysis #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata #Statistics and Probability (physics.data-an)
4. Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering
   2024/03/29 by Yuki Akiyama, Akiyama, Yuki, Minh Vu +3 · 3 citations
   Computer Science · Engineering · #Adaptive Dynamic Programming Control #Advanced Adaptive Filtering Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
5. Kernel Regression with Tensor Trains and Hadamard Overparameterization
   2026/07/19 by Duc Thien Nguyen, Konstantinos Slavakis, Eleftherios Kofidis +1
   #stat.ML #cs.LG #eess.SP
6. Sparse Gaussian-Mixture-Model Q-Functions via Hadamard Overparametrization for Online Reinforcement Learning
   2026/07/26 by Minh Vu, Konstantinos Slavakis
   #cs.LG