Bratislav Svetozarevic

1. Physically Consistent Neural Networks for building thermal modeling: theory and analysis
   2021/12/06 by Loris Di Natale, Di Natale, Loris, Bratislav Svetozarevic +5 · 3 citations
   Computer Science · Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Building Energy and Comfort Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Constrained Efficient Global Optimization of Expensive Black-box Functions
   2022/10/31 by Wenjie Xu, Xu, Wenjie, Yuning Jiang +5 · 3 citations
   Decision Sciences · Engineering · Mathematics · #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC)
3. Principled Preferential Bayesian Optimization
   2024/02/08 by Wenjie Xu, Wenbin Wang, Xu, Wenjie +7 · 4 citations
   Computer Science · #Machine Learning and Algorithms
4. Primal-Dual Contextual Bayesian Optimization for Control System Online Optimization with Time-Average Constraints
   2023/04/12 by Wenjie Xu, Xu, Wenjie, Yuning Jiang +5 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
5. Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach
   2023/10/01 by Wenjie Xu, Bratislav Svetozarevic, Xu, Wenjie +7 · 1 citation
   Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Building Energy and Comfort Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering