Pascal Van Hentenryck
- Self-Supervised Primal-Dual Learning for Constrained Optimization
2022/08/18 by Seonho Park, Pascal Van Hentenryck, Park, Seonho +1 · 11 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Reservoir Engineering and Simulation Methods
- The Complexity of DC-Switching Problems
2014/11/17 by Karsten Lehmann, Alban Grastien, Lehmann, Karsten +3 · 3 citations
Computer Science · Engineering · #Interconnection Networks and Systems #Advanced Graph Theory Research #VLSI and FPGA Design Techniques
- End-to-End Feasible Optimization Proxies for Large-Scale Economic Dispatch
2023/04/23 by Wenbo Chen, Mathieu Tanneau, Chen, Wenbo +3 · 6 citations
Engineering · #Electric Power System Optimization #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Power Transformer Diagnostics and Insulation
- Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach
2020/09/26 by Cuong Dinh Tran, Ferdinando Fioretto, Tran, Cuong +3 · 5 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Combining Deep Learning and Optimization for Preventive Security-Constrained DC Optimal Power Flow
2021/01/25 by Alexandre Velloso, Pascal Van Hentenryck · 3 citations
Engineering · #Electric Power System Optimization #Optimal Power Flow Distribution #Power System Optimization and Stability
- Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method
2021/10/12 by James Kotary, Ferdinando Fioretto, Kotary, James +3 · 2 citations
Engineering · #Scheduling and Optimization Algorithms #Assembly Line Balancing Optimization #Advanced Manufacturing and Logistics Optimization
- Compact Optimality Verification for Optimization Proxies
2024/05/31 by Wenbo Chen, Haoruo Zhao, Chen, Wenbo +5 · 3 citations
Computer Science · Engineering · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #Embedded Systems Design Techniques #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
- Polynomial SDP Cuts for Optimal Power Flow
2015/10/27 by Hassan Hijazi, Carleton Coffrin, Hijazi, Hassan +3 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimal Power Flow Distribution #Optimization and Control (math.OC)
- Popularity Signals in Trial-Offer Markets with Social Influence and\n Position Bias
2015/12/22 by Felipe Maldonado, Pascal Van Hentenryck, Maldonado, Felipe +5 · 1 citation
Business, Management and Accounting · Decision Sciences · Social Sciences · #Consumer Market Behavior and Pricing #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Applications #Social and Information Networks (cs.SI)
- Communication-Constrained Expansion Planning for Resilient Distribution Systems
2018/01/10 by Geunyeong Byeon, Pascal Van Hentenryck, Byeon, Geunyeong +5 · 2 citations
Engineering · #FOS: Mathematics #Infrastructure Resilience and Vulnerability Analysis #Optimal Power Flow Distribution #Optimization and Control (math.OC) #Smart Grid Security and Resilience
- Boosting Column Generation with Graph Neural Networks for Joint Rider Trip Planning and Crew Shift Scheduling
2024/01/08 by Jiawei Lu, Tinghan Ye, Lu, Jiawei +5 · 3 citations
Engineering · Social Sciences · #Transportation and Mobility Innovations #Vehicle Routing Optimization Methods #Transportation Planning and Optimization
- Constraint and Mathematical Programming Models for Integrated Port\n Container Terminal Operations
2017/12/14 by Damla Kızılay, Deniz Türsel Eliiyi, Kizilay, Damla +3 · 1 citation
Engineering · Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Maritime Ports and Logistics #Maritime Transport Emissions and Efficiency #Optimization and Control (math.OC) #Vehicle Routing Optimization Methods
- Dual Conic Proxies for AC Optimal Power Flow
2023/10/04 by Guancheng Qiu, Mathieu Tanneau, Qiu, Guancheng +3 · 2 citations
Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimal Power Flow Distribution #Optimization and Control (math.OC) #Power System Optimization and Stability
- Learning Optimal Power Flow Value Functions with Input-Convex Neural Networks
2023/10/06 by Andrew Rosemberg, Rosemberg, Andrew, Mathieu Tanneau +7 · 2 citations
Engineering · #49M20 #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Power Quality and Harmonics #Power System Reliability and Maintenance
- PPSM: A Privacy-Preserving Stackelberg Mechanism: Privacy Guarantees for\n the Coordination of Sequential Electricity and Gas Markets
2019/11/22 by Ferdinando Fioretto, Lesia Mitridati, Fioretto, Ferdinando +3 · 1 citation
Computer Science · Engineering · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Search Problems #Privacy-Preserving Technologies in Data #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering
- High-Fidelity Machine Learning Approximations of Large-Scale Optimal Power Flow
2020/06/29 by Minas Chatzos, Ferdinando Fioretto, Chatzos, Minas +5 · 1 citation
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimal Power Flow Distribution #Optimization and Control (math.OC) #Power System Optimization and Stability #Power System Reliability and Maintenance #Signal Processing (eess.SP) #electronic engineering #information engineering
- Differentially Private Convex Optimization with Feasibility Guarantees
2020/06/22 by Vladimir Dvorkin, Ferdinando Fioretto, Dvorkin, Vladimir +7 · 1 citation
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Learning Hard Optimization Problems: A Data Generation Perspective
2021/06/04 by James Kotary, Kotary, James, Ferdinando Fioretto +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
- Dual Lagrangian Learning for Conic Optimization
2024/02/05 by Mathieu Tanneau, Tanneau, Mathieu, Pascal Van Hentenryck +1 · 3 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
- Multi-resolution spatio-temporal prediction with application to wind power generation
2021/08/30 by Dong, Zheng, Hanyu Zhang, Shixiang Zhu +6 · 1 citation
Engineering · #Energy Load and Power Forecasting #Integrated Energy Systems Optimization #Electric Power System Optimization
- Weather-Informed Probabilistic Forecasting and Scenario Generation in Power Systems
2024/09/11 by Hanyu Zhang, Reza Zandehshahvar, Zhang, Hanyu +5 · 3 citations
Engineering · #Energy Load and Power Forecasting
- Real-Time Risk Analysis with Optimization Proxies
2023/10/01 by Wenbo Chen, Mathieu Tanneau, Chen, Wenbo +3 · 2 citations
Engineering · #Electric Power System Optimization #Reservoir Engineering and Simulation Methods #Optimal Power Flow Distribution
- Two-Stage Learning For the Flexible Job Shop Scheduling Problem
2023/01/23 by Wenbo Chen, Chen, Wenbo, Reem Khir +3 · 1 citation
Engineering · #Advanced Manufacturing and Logistics Optimization #Artificial Intelligence (cs.AI) #Assembly Line Balancing Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scheduling and Optimization Algorithms
- Bound Tightening using Rolling-Horizon Decomposition for Neural Network Verification
2024/01/10 by Haoruo Zhao, Zhao, Haoruo, Hassan Hijazi +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Mathematics #Optimization and Control (math.OC)
- A Linear Outer Approximation of Line Losses for DC-based Optimal Power Flow Problems
2021/12/21 by Haoruo Zhao, Mathieu Tanneau, Zhao, Haoruo +3 · 1 citation
Engineering · #Electric Power System Optimization #Optimal Power Flow Distribution #Energy Load and Power Forecasting
- Self-Supervised Learning for Large-Scale Preventive Security Constrained DC Optimal Power Flow
2023/11/29 by Seonho Park, Park, Seonho, Pascal Van Hentenryck +1 · 1 citation
Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimal Power Flow Distribution #Optimization and Control (math.OC) #Power System Optimization and Stability #Power System Reliability and Maintenance
- Just-In-Time Learning for Operational Risk Assessment in Power Grids
2022/09/26 by Oliver Stover, Stover, Oliver, Pranav Karve +11 · 1 citation
Engineering · #Electric Power System Optimization #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Power System Reliability and Maintenance #Systems and Control (eess.SY) #electronic engineering #information engineering
- Differential Privacy Overview and Fundamental Techniques
2024/11/07 by Ferdinando Fioretto, Pascal Van Hentenryck, Fioretto, Ferdinando +3 · 1 voice · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #cs.AI #cs.CR
- DualSchool: How Reliable are LLMs for Optimization Education?
2025/05/27 by Michael Klamkin, Klamkin, Michael, Arnaud Deza +7 · 1 voice · 2 citations
#cs.LG #cs.AI #math.OC
- Path-Based Formulations for the Design of On-demand Multimodal Transit Systems with Adoption Awareness
2023/01/18 by Hongzhao Guan, Beste Basciftci, Guan, Hongzhao +3 · 1 citation
Engineering · Social Sciences · #FOS: Mathematics #Optimization and Control (math.OC) #Transportation Planning and Optimization #Transportation and Mobility Innovations #Urban Transport and Accessibility
- Redrawing attendance boundaries to promote racial and ethnic diversity in elementary schools
2023/03/14 by Nabeel Gillani, Doug Beeferman, Gillani, Nabeel +9 · 1 citation
Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Parental Involvement in Education #School Choice and Performance
- Dual Conic Proxy for Semidefinite Relaxation of AC Optimal Power Flow
2025/02/10 by Guancheng Qiu, Qiu, Guancheng, Mathieu Tanneau +3 · 1 voice · 1 citation
#math.OC #cs.LG
- Tightening optimality gap with confidence through conformal prediction
2025/03/06 by Miao Li, Li, Miao, Michael Klamkin +6 · 1 voice · 1 citation
Computer Science · Decision Sciences · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Risk and Portfolio Optimization
- End-to-End Supply Chain Planning in the Paper Industry Via Column Generation and Benders Decomposition
2026/07/18 by Changkun Guan, Amira Hijazi, Pascal Van Hentenryck
#math.OC