Colin Jones
École Polytechnique Fédérale de Lausanne
H-index: 52
Europe-Switzerland
Top articles of Colin Jones
Data-driven adaptive building thermal controller tuning with constraints: A primal–dual contextual Bayesian optimization approach
Applied Energy
2024/3/15
Lower Bounds on the Noiseless Worst-Case Complexity of Efficient Global Optimization
Journal of Optimization Theory and Applications
2024/3/11
Principled Preferential Bayesian Optimization
arXiv preprint arXiv:2402.05367
2024/2/8
Real-Time Coordination of Integrated Transmission and Distribution Systems: Flexibility Modeling and Distributed NMPC Scheduling
arXiv preprint arXiv:2402.00508
2024/2/1
Ensuring Data Privacy in AC Optimal Power Flow with a Distributed Co-Simulation Framework
arXiv preprint arXiv:2402.01001
2024/2/1
Stochastic optimal control for autonomous driving applications via polynomial chaos expansions
Optimal Control Applications and Methods
2024/1
Using Flexibility Envelopes for the Demand-Side Hierarchical Optimization of District Heating Networks
arXiv preprint arXiv:2404.08107
2024/4/11
Data-Driven Joint Distributionally Robust Chance-Constrained Operation for Multiple Integrated Electricity and Heating Systems
IEEE Transactions on Sustainable Energy
2024/3/19
Computationally Efficient Reinforcement Learning: Targeted Exploration leveraging Simple Rules
2023/12/13
A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability
2023/9/8
Hypergraph-Based Fast Distributed AC Power Flow Optimization
2023/12/13
Primal-dual contextual bayesian optimization for control system online optimization with time-average constraints
2023/4/12
SIMBa: System Identification Methods leveraging Backpropagation
arXiv preprint arXiv:2311.13889
2023/11/23
Risk-aware Scheduling and Dispatch of Flexibility Events in Buildings
arXiv preprint arXiv:2311.05402
2023/11/9
Stable Linear Subspace Identification: A Machine Learning Approach
arXiv preprint arXiv:2311.03197
2023/11/6
Decentralized Over-the-Air Federated Learning by Second-Order Optimization Method
IEEE Transactions on Wireless Communications
2023/11/1
Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN
2023/10/23
SOStab: a Matlab Toolbox for Transient Stability Analysis
2023/10/11
MULTI-AGENT BAYESIAN OPTIMIZATION WITH COUPLED BLACK-BOX AND AFFINE CONSTRAINTS
arXiv preprint arXiv:2310.00962
2023/10/2
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