Angelos Georghiou

33 papers A* 3C 1Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the Optimality of Affine Decision Rules in Distributionally Robust Optimization.
Manag. Sci.
Angelos Georghiou, Angelos Tsoukalas, Wolfram Wiesemann
2026 J jnl
Robust Optimization with Decision-Dependent Information Discovery.
Manag. Sci.
Phebe Vayanos, Angelos Georghiou, Han Yu
2025 J jnl
A Robust Optimization Approach to Network Control Using Local Information Exchange.
Oper. Res.
Georgios Darivianakis, Angelos Georghiou, Soroosh Shafiee, John Lygeros
2025 J jnl
Exact and Approximate Schemes for Robust Optimization Problems with Decision-Dependent Information Discovery.
INFORMS J. Comput.
Rosario Paradiso, Angelos Georghiou, Said Dabia, Denise D. Tönissen
2025 A* conf
Inverse Optimization via Learning Feasible Regions.
ICML
Ke Ren, Peyman Mohajerin Esfahani, Angelos Georghiou
2024 J jnl
Data-driven decision-making under uncertainty with entropic risk measure.
CoRR
Utsav Sadana, Erick Delage, Angelos Georghiou
2024 A* conf
Robust Data-driven Prescriptiveness Optimization.
ICML
Mehran Poursoltani, Erick Delage, Angelos Georghiou
2024 J jnl
Technical Note - Risk-Averse Regret Minimization in Multistage Stochastic Programs.
Oper. Res.
Mehran Poursoltani, Erick Delage, Angelos Georghiou
2023 J jnl
Robust Data-driven Prescriptiveness Optimization.
CoRR
Mehran Poursoltani, Erick Delage, Angelos Georghiou
2020 J jnl
A Primal-Dual Lifting Scheme for Two-Stage Robust Optimization.
Oper. Res.
Angelos Georghiou, Angelos Tsoukalas, Wolfram Wiesemann
2020 A* conf
Distributionally Robust Parametric Maximum Likelihood Estimation.
NeurIPS
Viet Anh Nguyen, Xuhui Zhang, José H. Blanchet, Angelos Georghiou
2020 J jnl
Distributionally Robust Parametric Maximum Likelihood Estimation.
CoRR
Viet Anh Nguyen, Xuhui Zhang, José H. Blanchet, Angelos Georghiou
2020 J jnl
Performance Guarantees for Model-Based Approximate Dynamic Programming in Continuous Spaces.
IEEE Trans. Autom. Control.
Paul Nathaniel Beuchat, Angelos Georghiou, John Lygeros
2019 J jnl
Low-Complexity Method for Hybrid MPC with Local Guarantees.
SIAM J. Control. Optim.
Damian Frick, Angelos Georghiou, Juan Luis Jerez, Alexander Domahidi, Manfred Morari
2019 J jnl
Robust Dual Dynamic Programming.
Oper. Res.
Angelos Georghiou, Angelos Tsoukalas, Wolfram Wiesemann
2019 J jnl
The Power of Diversity: Data-Driven Robust Predictive Control for Energy-Efficient Buildings and Districts.
IEEE Trans. Control. Syst. Technol.
Georgios Darivianakis, Angelos Georghiou, Roy S. Smith, John Lygeros
2019 J jnl
The decision rule approach to optimization under uncertainty: methodology and applications.
Comput. Manag. Sci.
Angelos Georghiou, Daniel Kuhn, Wolfram Wiesemann
2018 J jnl
Binary decision rules for multistage adaptive mixed-integer optimization.
Math. Program.
Dimitris Bertsimas, Angelos Georghiou
2018 J jnl
Decentralized decision making for networks of uncertain systems.
CoRR
Georgios Darivianakis, Angelos Georghiou, John Lygeros
2017 C conf
Racing miniature cars: Enhancing performance using Stochastic MPC and disturbance feedback.
ACC
Alexander Liniger, Xiaojing Zhang, Philipp Aeschbach, Angelos Georghiou, John Lygeros
2017 J jnl
Robust optimal control with adjustable uncertainty sets.
Autom.
Xiaojing Zhang, Maryam Kamgarpour, Angelos Georghiou, Paul Goulart, John Lygeros
2016 — conf
Alleviating tuning sensitivity in Approximate Dynamic Programming.
ECC
Paul Beuchat, Angelos Georghiou, John Lygeros
2016 J jnl
Approximate Dynamic Programming: a $\mathcal{Q}$-Function Approach.
CoRR
Paul Beuchat, Angelos Georghiou, John Lygeros
2016 J jnl
The Power of Diversity: Data-Driven Robust Predictive Control for Energy Efficient Buildings and Districts.
CoRR
Georgios Darivianakis, Angelos Georghiou, Roy S. Smith, John Lygeros
2015 — conf
A stochastic optimization approach to cooperative building energy management via an energy hub.
CDC
Georgios Darivianakis, Angelos Georghiou, Roy S. Smith, John Lygeros
2015 — conf
Balancing bike sharing systems through customer cooperation - a case study on London's Barclays Cycle Hire.
CDC
Philipp Aeschbach, Xiaojing Zhang, Angelos Georghiou, John Lygeros
2015 — conf
Convex approximation of chance-constrained MPC through piecewise affine policies using randomized and robust optimization.
CDC
Xiaojing Zhang, Angelos Georghiou, John Lygeros
2015 J jnl
Design of Near Optimal Decision Rules in Multistage Adaptive Mixed-Integer Optimization.
Oper. Res.
Dimitris Bertsimas, Angelos Georghiou
2015 — conf
Flow-maximizing equilibria of the Cell Transmission Model.
ECC
Marius Schmitt, Paul J. Goulart, Angelos Georghiou, John Lygeros
2015 J jnl
Generalized decision rule approximations for stochastic programming via liftings.
Math. Program.
Angelos Georghiou, Wolfram Wiesemann, Daniel Kuhn
2015 J jnl
Robust Optimal Control with Adjustable Uncertainty Sets.
CoRR
Xiaojing Zhang, Maryam Kamgarpour, Angelos Georghiou, John Lygeros
2013 — —
The decision rule approach to optimisation under uncertainty : theory and applications.
Angelos Georghiou
2011 J jnl
Primal and dual linear decision rules in stochastic and robust optimization.
Math. Program.
Daniel Kuhn, Wolfram Wiesemann, Angelos Georghiou