Submitted Papers

2025

1. arXiv

   Privacy-preserving convex optimization: When differential privacy meets stochastic programming

   Vladimir Dvorkin, Ferdinando Fioretto, Pascal Van Hentenryck, and 2 more authors

   2025

   arXiv Bib Code Poster

   @misc{dvorkin2022privacy,
     title = {Privacy-preserving convex optimization: When differential privacy meets stochastic programming},
     author = {Dvorkin, Vladimir and Fioretto, Ferdinando and Van Hentenryck, Pascal and Pinson, Pierre and Kazempour, Jalal},
     journal = {arXiv preprint arXiv:2209.14152},
     year = {2025},
     talk = {privacy_talk_caltech.mp4}
   }

2. arXiv

   Optimizing bidding curves for renewable energy in two-settlement electricity markets

   Dongwei Zhao, Stefanos Delikaraogloub, Vladimir Dvorkin, and 2 more authors

   2025

   arXiv Bib

   @misc{zhao2025optimizing,
     title = {Optimizing bidding curves for renewable energy in two-settlement electricity markets},
     author = {Zhao, Dongwei and Delikaraogloub, Stefanos and Dvorkin, Vladimir and Lamadrid, Alberto and Botterud, Audun},
     journal = {arXiv preprint arXiv:2501.18732},
     year = {2025},
   }

Journal Articles

2025

1. L-CSS/CDC

   Optimization over trained neural networks: Difference-of-convex algorithm and application to data center scheduling

   Xinwei Liu and Vladimir Dvorkin

   IEEE Control Systems Letters, 2025

   arXiv Bib

   @article{liu2025optimization,
     title = {Optimization over trained neural networks: Difference-of-convex algorithm and application to data center scheduling},
     author = {Liu, Xinwei and Dvorkin, Vladimir},
     journal = {IEEE Control Systems Letters},
     year = {2025},
   }

2. L-CSS/CDC

   Synthesizing grid data with cyber resilience and privacy guarantees

   Shengyang Wu and Vladimir Dvorkin

   IEEE Control Systems Letters, 2025

   arXiv Bib HTML

   @article{wu2025synthesizing,
     title = {Synthesizing grid data with cyber resilience and privacy guarantees},
     author = {Wu, Shengyang and Dvorkin, Vladimir},
     journal = {IEEE Control Systems Letters},
     year = {2025},
     publisher = {IEEE},
   }

3. TEMPR

   Regression equilibrium in electricity markets

   Vladimir Dvorkin

   IEEE Transactions on Energy Markets, Policy and Regulation, 2025

   arXiv Bib Slides

   @article{dvorkin2024regression,
     title = {Regression equilibrium in electricity markets},
     author = {Dvorkin, Vladimir},
     journal = {IEEE Transactions on Energy Markets, Policy and Regulation},
     year = {2025},
   }

4. TPWRS

   Agent coordination via contextual regression (AgentCONCUR) for data center flexibility

   Vladimir Dvorkin

   IEEE Transactions on Power Systems, 2025

   arXiv Bib HTML Code

   @article{dvorkin2023agent,
     title = {Agent coordination via contextual regression ({AgentCONCUR}) for data center flexibility},
     author = {Dvorkin, Vladimir},
     journal = {IEEE Transactions on Power Systems},
     year = {2025},
   }

2024

1. TEMPR

   Evaluating offshore electricity market design considering endogenous infrastructure investments: Zonal or nodal?

   Michiel Kenis, Vladimir Dvorkin, Tim Schittekatte, and 3 more authors

   IEEE Transactions on Energy Markets, Policy and Regulation, 2024

   arXiv Bib HTML

   @article{kenis2024evaluating,
     title = {Evaluating offshore electricity market design considering endogenous infrastructure investments: Zonal or nodal?},
     author = {Kenis, Michiel and Dvorkin, Vladimir and Schittekatte, Tim and Bruninx, Kenneth and Delarue, Erik and Botterud, Audun},
     journal = {IEEE Transactions on Energy Markets, Policy and Regulation},
     year = {2024},
     publisher = {IEEE},
   }

2023

1. TEMPR

   Uncertainty-informed renewable energy scheduling: A scalable bilevel framework

   Dongwei Zhao, Vladimir Dvorkin, Stefanos Delikaraoglou, and 2 more authors

   IEEE Transactions on Energy Markets, Policy and Regulation, 2023

   arXiv Bib HTML

   @article{zhao2023uncertainty,
     title = {Uncertainty-informed renewable energy scheduling: A scalable bilevel framework},
     author = {Zhao, Dongwei and Dvorkin, Vladimir and Delikaraoglou, Stefanos and Botterud, Audun and others},
     journal = {IEEE Transactions on Energy Markets, Policy and Regulation},
     year = {2023},
     publisher = {IEEE},
   }

2. L-CSS/CDC

   Differentially private algorithms for synthetic power system datasets

   Vladimir Dvorkin and Audun Botterud

   IEEE Control Systems Letters, 2023

   arXiv Bib HTML Code Slides

   @article{dvorkin2023differentially,
     title = {Differentially private algorithms for synthetic power system datasets},
     author = {Dvorkin, Vladimir and Botterud, Audun},
     journal = {IEEE Control Systems Letters},
     year = {2023},
     publisher = {IEEE},
     talk = {privacy_talk_ferc.mp4},
   }

3. TPWRS

   Multi-stage decision rules for power generation & storage investments with performance guarantees

   Vladimir Dvorkin, Dharik Mallapragada, and Audun Botterud

   IEEE Transactions on Power Systems, 2023

   DOI arXiv Bib HTML Code Slides

   @article{10068745,
     author = {Dvorkin, Vladimir and Mallapragada, Dharik and Botterud, Audun},
     journal = {IEEE Transactions on Power Systems},
     title = {Multi-stage decision rules for power generation & storage investments with performance guarantees},
     year = {2023},
     volume = {},
     number = {},
     pages = {1-14},
     doi = {10.1109/TPWRS.2023.3257129},
   }

2022

1. PSCC

   Multi-stage linear decision rules for stochastic control of natural gas networks with linepack

   Vladimir Dvorkin, Dharik Mallapragada, Audun Botterud, and 2 more authors

   Electric Power Systems Research, 2022

   arXiv Bib HTML Code Slides

   @article{dvorkin2022multi,
     title = {Multi-stage linear decision rules for stochastic control of natural gas networks with linepack},
     author = {Dvorkin, Vladimir and Mallapragada, Dharik and Botterud, Audun and Kazempour, Jalal and Pinson, Pierre},
     journal = {Electric Power Systems Research},
     volume = {212},
     pages = {108388},
     year = {2022},
     publisher = {Elsevier},
   }

2021

1. CONES

   Stochastic control and pricing for natural gas networks

   Vladimir Dvorkin, Anubhav Ratha, Pierre Pinson, and 1 more author

   IEEE Transactions on Control of Network Systems, 2021

   arXiv Bib HTML Code Slides

   @article{dvorkin2021stochastic,
     title = {Stochastic control and pricing for natural gas networks},
     author = {Dvorkin, Vladimir and Ratha, Anubhav and Pinson, Pierre and Kazempour, Jalal},
     journal = {IEEE Transactions on Control of Network Systems},
     volume = {9},
     number = {1},
     pages = {450--462},
     year = {2021},
     publisher = {IEEE},
     talk = {gas_talk_anubhav.mp4},
   }

2. TPWRS

   Differentially private optimal power flow for distribution grids

   Vladimir Dvorkin, Ferdinando Fioretto, Pascal Van Hentenryck, and 2 more authors

   IEEE Transactions on Power Systems, 2021

   arXiv Bib HTML Code Slides

   @article{dvorkin2020differentially,
     title = {Differentially private optimal power flow for distribution grids},
     author = {Dvorkin, Vladimir and Fioretto, Ferdinando and Van Hentenryck, Pascal and Pinson, Pierre and Kazempour, Jalal},
     journal = {IEEE Transactions on Power Systems},
     volume = {36},
     number = {3},
     pages = {2186--2196},
     year = {2021},
     publisher = {IEEE},
     talk = {privacy_talk_tpwrs.mp4},
     special_note = {Best 2019-2021 TPWRS Paper Award}
   }

2019

1. OR Letters

   Electricity market equilibrium under information asymmetry

   Vladimir Dvorkin, Jalal Kazempour, and Pierre Pinson

   Operations Research Letters, 2019

   arXiv Bib HTML Code

   @article{dvorkin2019electricity,
     title = {Electricity market equilibrium under information asymmetry},
     author = {Dvorkin, Vladimir and Kazempour, Jalal and Pinson, Pierre},
     journal = {Operations Research Letters},
     volume = {47},
     number = {6},
     pages = {521--526},
     year = {2019},
     publisher = {Elsevier},
   }

2018

1. TPWRS

   Setting reserve requirements to approximate the efficiency of the stochastic dispatch

   Vladimir Dvorkin, Stefanos Delikaraoglou, and Juan M Morales

   IEEE Transactions on Power Systems, 2018

   arXiv Bib HTML Code

   @article{dvorkin2018setting,
     title = {Setting reserve requirements to approximate the efficiency of the stochastic dispatch},
     author = {Dvorkin, Vladimir and Delikaraoglou, Stefanos and Morales, Juan M},
     journal = {IEEE Transactions on Power Systems},
     volume = {34},
     number = {2},
     pages = {1524--1536},
     year = {2018},
     publisher = {IEEE},
   }

Conference and Workshop Papers

2025

1. ICML

   Domain-Constrained Diffusion Models to Synthesize Tabular Data: A Case Study in Power Systems

   Milad Hoseinpour and Vladimir Dvorkin

   In ICML 2025 Workshop on DataWorld: Unifying Data Curation Frameworks Across Domains, 2025

   arXiv Bib Poster

   @inproceedings{hoseinpour2025domain,
     title = {Domain-Constrained Diffusion Models to Synthesize Tabular Data: A Case Study in Power Systems},
     author = {Hoseinpour, Milad and Dvorkin, Vladimir},
     year = {2025},
     booktitle = {ICML 2025 Workshop on DataWorld: Unifying Data Curation Frameworks Across Domains},
     url = {https://arxiv.org/abs/2506.11281},
   }

2. arXiv

   Probabilistic dynamic line rating forecasting with line graph convolutional LSTM

   Minsoo Kim, Vladimir Dvorkin, and Jip Kim

   In 2025 IEEE Power & Energy Society General Meeting (PESGM), 2025

   arXiv Bib

   @inproceedings{kim2024probabilistic,
     title = {Probabilistic dynamic line rating forecasting with line graph convolutional {LSTM}},
     author = {Kim, Minsoo and Dvorkin, Vladimir and Kim, Jip},
     booktitle = {2025 IEEE Power \& Energy Society General Meeting (PESGM)},
     year = {2025},
   }

2023

1. NeurIPS

   Price-aware deep learning for electricity markets

   Vladimir Dvorkin and Ferdinando Fioretto

   In NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning, 2023

   arXiv Bib HTML Poster Slides

   @inproceedings{dvorkin2023price,
     title = {Price-aware deep learning for electricity markets},
     author = {Dvorkin, Vladimir and Fioretto, Ferdinando},
     booktitle = {NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning},
     year = {2023},
   }

2. CDC

   Emission-aware optimization of gas networks: Input-convex neural network approach

   Vladimir Dvorkin, Samuel Chevalier, and Spyros Chatzivasileiadis

   In 62th IEEE Conference on Decision and Control (CDC), 2023

   arXiv Bib HTML Code Slides

   @inproceedings{dvorkin2023emission,
     title = {Emission-aware optimization of gas networks: Input-convex neural network approach},
     author = {Dvorkin, Vladimir and Chevalier, Samuel and Chatzivasileiadis, Spyros},
     booktitle = {62th IEEE Conference on Decision and Control (CDC)},
     year = {2023},
     organization = {IEEE},
     talk = {2023_ICLR_CCAI_Gas.mov},
     special_note = {Spotlight presentation at the ICLR CCAI Workshop}
   }

3. ACM

   A scalable bilevel framework for renewable energy scheduling

   Dongwei Zhao, Vladimir Dvorkin, Stefanos Delikaraoglou, and 2 more authors

   In Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

   DOI arXiv Bib HTML

   @inproceedings{zhao2023ascalable,
     author = {Zhao, Dongwei and Dvorkin, Vladimir and Delikaraoglou, Stefanos and Lamadrid L., Alberto J. and Botterud, Audun},
     title = {A scalable bilevel framework for renewable energy scheduling},
     year = {2023},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
     url = {https://doi.org/10.1145/3575813.3595199},
     doi = {10.1145/3575813.3595199},
     booktitle = {Proceedings of the 14th ACM International Conference on Future Energy Systems},
     pages = {226–230},
     numpages = {5},
   }

2020

1. CDC

   Differentially private distributed optimal power flow

   Vladimir Dvorkin, Pascal Van Hentenryck, Jalal Kazempour, and 1 more author

   In 2020 59th IEEE Conference on Decision and Control (CDC), 2020

   arXiv Bib HTML Code Poster Slides

   @inproceedings{dvorkin2020differentiallz,
     title = {Differentially private distributed optimal power flow},
     author = {Dvorkin, Vladimir and Van Hentenryck, Pascal and Kazempour, Jalal and Pinson, Pierre},
     booktitle = {2020 59th IEEE Conference on Decision and Control (CDC)},
     pages = {2092--2097},
     year = {2020},
     organization = {IEEE},
     talk = {privacy_talk_cdc_2020.mp4},
   }

2. PMAPS

   Chance-constrained equilibrium in electricity markets with asymmetric forecasts

   Vladimir Dvorkin, Jalal Kazempour, and Pierre Pinson

   In 2020 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), 2020

   arXiv Bib HTML

   @inproceedings{dvorkin2020chance,
     title = {Chance-constrained equilibrium in electricity markets with asymmetric forecasts},
     author = {Dvorkin, Vladimir and Kazempour, Jalal and Pinson, Pierre},
     booktitle = {2020 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS)},
     pages = {1--6},
     year = {2020},
     organization = {IEEE},
     special_note = {Best paper award nomination}
   }

2019

1. PowerTech

   Accommodating bounded rationality in pricing demand response

   Andrea Marin Radoszynski, Vladimir Dvorkin, and Pierre Pinson

   In 2019 IEEE Milan PowerTech, 2019

   Bib HTML

   @inproceedings{radoszynski2019accommodating,
     title = {Accommodating bounded rationality in pricing demand response},
     author = {Radoszynski, Andrea Marin and Dvorkin, Vladimir and Pinson, Pierre},
     booktitle = {2019 IEEE Milan PowerTech},
     pages = {1--6},
     year = {2019},
     organization = {IEEE},
   }

2018

1. CDC

   A consensus-ADMM approach for strategic generation investment in electricity markets

   Vladimir Dvorkin, Jalal Kazempour, Luis Baringo, and 1 more author

   In 2018 IEEE Conference on Decision and Control (CDC), 2018

   arXiv Bib HTML Code

   @inproceedings{dvorkin2018consensus,
     title = {A consensus-{ADMM} approach for strategic generation investment in electricity markets},
     author = {Dvorkin, Vladimir and Kazempour, Jalal and Baringo, Luis and Pinson, Pierre},
     booktitle = {2018 IEEE Conference on Decision and Control (CDC)},
     pages = {780--785},
     year = {2018},
     organization = {IEEE},
   }

Thesis

2021

1. PhD Thesis

   Stochastic and private energy system optimization

   Vladimir Dvorkin

   Technical University of Denmark, 2021

   Bib PDF Slides

   @mastersthesis{dvorkin2020stochastic,
     title = {Stochastic and private energy system optimization},
     author = {Dvorkin, Vladimir},
     year = {2021},
     school = {Technical University of Denmark},
     talk = {phdthesisdefense.mp4},
   }

2017

1. MSc Thesis

   Multi-stage strategic investment in CCGTs and wind power units via progressive hedging

   Vladimir Dvorkin

   Technical University of Denmark, 2017

   Bib PDF

   @mastersthesis{dvorkin2020stochastid,
     title = {Multi-stage strategic investment in CCGTs and wind power units via progressive hedging},
     author = {Dvorkin, Vladimir},
     year = {2017},
     school = {Technical University of Denmark},
   }