Grontas, Panagiotis D.

1. Distributed and Constrained H₂ Control Design via System Level Synthesis and Dual Consensus ADMM
   2022/07/14 by Panagiotis D. Grontas, Grontas, Panagiotis D., Michael W. Fisher +3 · 2 citations
   Engineering · Chemistry · #Stability and Control of Uncertain Systems #Metal-Organic Frameworks: Synthesis and Applications #Energy Harvesting in Wireless Networks
2. BIG Hype: Best Intervention in Games via Distributed Hypergradient Descent
   2023/03/02 by Panagiotis D. Grontas, Giuseppe Belgioioso, Grontas, Panagiotis D. +9 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence in Games #FOS: Mathematics #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
3. Designing Optimal Personalized Incentive for Traffic Routing using BIG Hype algorithm
   2023/04/24 by Grontas, Panagiotis D., Cenedese, Carlo, Fochesato, Marta +3 · 1 citation
   #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
4. Optimizing Social Network Interventions via Hypergradient-Based Recommender System Design
   2025/02/18 by Kühne, Marino, Grontas, Panagiotis D., De Pasquale, Giulia +3 · 2 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Social and Information Networks (cs.SI) #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Pinet: Optimizing hard-constrained neural networks with orthogonal projection layers
   2025/08/14 by Grontas, Panagiotis D., Terpin, Antonio, Balta, Efe C. +2 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)