Faculty

Institution

Unit

Venue

Subhonmesh Bose

Associate Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Subhonmesh Bose is currently serving as an Electrical And Computer Engineering Associate Professor at University of Illinois Urbana-Champaign.

Honors

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Experiences

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Education

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Subhonmesh Bose

University of Illinois Urbana-Champaign

Associate Professor

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smart grid electrical grids energy systems mathematical optimization applied mathematics electric power systems electricity markets power system optimization energy strategies power markets systems engineering computational optimization computer science energy management power delivery operations research market design energy economics engineering optimization convex analysis market (economics) grid optimization stochastic optimization computer engineering communicable diseases public health preparedness power trading mathematical programming convex optimization economic modelling power networks distributed energy systems epidemic intelligence demand response epidemiological dynamic infection control economic analysis distributed energy generation market equilibrium semidefinite programming covid-19 pandemic control optimization vehicular technology energy optimization power grid operations on-demand transport continuous optimization contact tracing social distancing unit commitment two-sided markets convex relaxation conditional mean embedding networked system design energy networks power system analysis market power scheduling problems equilibrium problem market equilibrium computation energy distribution algorithmic game theory optimal power flow optimal placement distributed energy storage market power assessment marginal value wholesale electricity market economic dispatch market liquidity coordinated transaction scheduling wholesale market participation convex relaxations equivalent relaxations polynomial time underlying graph renewable energy transportation electrification energy control intelligent energy system

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Change Detection-Based Procedures for Piecewise Stationary Mabs: A Modular Approach. arXiv (Cornell University) (2025)

Huang, Yu-HanGerogiannis, ArgyriosBose, SubhonmeshVeeravalli, Venugopal V.

online algorithmsstochastic dynamicsstochastic optimizationapplied probabilitymathematical optimizationchange detectionexploration v exploitationreinforcement learningpiecewise stationary mabsstationary mabstochastic processcombinatorial optimizationapplied mathematicscomputer science

Detection is All You Need: A Feasible Optimal Prior-Free Black-Box Approach for Piecewise Stationary Bandits. arXiv (Cornell University) (2025)

Gerogiannis, ArgyriosHuang, Yu-HanBose, SubhonmeshVeeravalli, Venugopal V.

online algorithmsuncertainty quantificationcomputational optimizationsequential decision makingmachine learningstochastic optimizationapplied probabilitymathematical optimizationstochastic dynamicspiecewise stationary banditsdetection augmented banditexploration v exploitationreinforcement learningstochastic processstationary bandit algorithmapplied mathematicscomputer science

Nonparametric Sparse Online Learning of the Koopman Operator. arXiv (Cornell University) (2025)

Hou, BoyaSanjari, SinaDahlin, NathanKoppel, AlecBose, Subhonmesh

machine learningnumerical algorithmsmathematical optimizationstochastic optimizationstochastic dynamicskoopman operatorconditional mean embeddingsonline sparsestochastic processdata scienceapplied mathematicsapproximation theory

Risk-Sensitive Security-Constrained Economic Dispatch: Pricing and Algorithm Design. arXiv (Cornell University) (2025)

Madavan, Avinash N.Dahlin, NathanBose, SubhonmeshTong, Lang

systems engineeringrisk managementmathematical programmingcomputational optimizationrevenue adequacymathematical optimizationoptimization problemspricing modelspower system optimizationunit commitmentenergy systemselectrical gridsapplied mathematicsenergy managementcomputer sciencedecomposition algorithmsmart gridoperations research

Compressed Online Learning of Conditional Mean Embedding. arXiv (Cornell University) (2024)

Hou, BoyaSanjari, SinaKoppel, AlecBose, Subhonmesh

computational learning theorymachine learningstochastic optimizationmathematical optimizationhigh-dimensional statisticsstatistical learning theoryconditional mean embeddingreproducing kernel methodsonline learningreinforcement learningconvex analysismachine learning researchdata scienceapplied mathematicscomputational intelligencecomputational statisticscomputer science

Data-Driven Transient Stability Analysis Using the Koopman Operator. International Journal of Electrical Power & Energy Systems (2024)

Amar Ramapuram MatavalamBoya HouHyungjin ChoiSubhonmesh BoseUmesh Vaidya

systems engineeringnumerical stabilitynumerical algorithmsnumerical analysiskoopman operatorstability analysisnonlinear systemsdynamical systemsnonlinear analysisapplied mathematicsstabilitynonlinear dynamicssystem stability

Distributed Dual Subgradient Methods With Averaging and Applications to Grid Optimization. Journal of Optimization Theory and Applications (2024)

Haitian LiuSubhonmesh BoseHoa Dinh NguyenYe GuoThinh T. DoanCarolyn L. Beck

computational optimizationdistributed constraint optimizationnumerical algorithmsnumerical analysismathematical optimizationdual subgradient methodsconvex optimizationgrid optimizationapproximation theorycontinuous optimizationapplied mathematicscomputer sciencenumerical linear algebra

Incentive Designs for Stackelberg Games With a Large Number of Followers and Their Mean-Field Limits. Dynamic Games and Applications (2024)

Sina SanjariSubhonmesh BoseTamer Başar

incentive designsmechanism designmarketingalgorithmic game theoryalgorithmic mechanism designstackelberg gamesmean-field limitseconomicsincentive-centered designgame theoryincentive mechanismseconomic behaviorsocial choicetheoretical economics

On Carsharing Platforms With Electric Vehicles as Energy Service Providers. IEEE Transactions on Intelligent Transportation Systems (2024)

Xi ChengTheodoros MamalisSubhonmesh BoseLav R. Varshney

electricity marketssystems engineeringelectric vehiclesincluding vehicle-to-gridenergy systemsvehicular technologydual service provisionenergy strategiesprice arbitragedemand responseon-demand transportenergy managementsmart gridoperations research

Propagating Uncertainty Through System Dynamics in Reproducing Kernel Hilbert Space. Physica D Nonlinear Phenomena (2024)

Boya HouAmarsagar Reddy Ramapuram MatavalamSubhonmesh BoseUmesh Vaidya

uncertainty analysisuncertainty quantificationstochastic optimizationkernel hilbert spaceuncertainty modelingconditional mean embeddingreproducing kernel methodsembedded distributionstochastic processmachine learning researchdata scienceapplied mathematicscomputational statisticscomputer sciencedata-driven optimization

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Subhonmesh Bose

Associate Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Subhonmesh Bose is currently serving as an Electrical And Computer Engineering Associate Professor at University of Illinois Urbana-Champaign.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Subhonmesh Bose

University of Illinois Urbana-Champaign

Associate Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Change Detection-Based Procedures for Piecewise Stationary Mabs: A Modular Approach. arXiv (Cornell University) (2025)

Huang, Yu-HanGerogiannis, ArgyriosBose, SubhonmeshVeeravalli, Venugopal V.

Detection is All You Need: A Feasible Optimal Prior-Free Black-Box Approach for Piecewise Stationary Bandits. arXiv (Cornell University) (2025)

Gerogiannis, ArgyriosHuang, Yu-HanBose, SubhonmeshVeeravalli, Venugopal V.

Nonparametric Sparse Online Learning of the Koopman Operator. arXiv (Cornell University) (2025)

Hou, BoyaSanjari, SinaDahlin, NathanKoppel, AlecBose, Subhonmesh

Risk-Sensitive Security-Constrained Economic Dispatch: Pricing and Algorithm Design. arXiv (Cornell University) (2025)

Madavan, Avinash N.Dahlin, NathanBose, SubhonmeshTong, Lang

Compressed Online Learning of Conditional Mean Embedding. arXiv (Cornell University) (2024)

Hou, BoyaSanjari, SinaKoppel, AlecBose, Subhonmesh

Data-Driven Transient Stability Analysis Using the Koopman Operator. International Journal of Electrical Power & Energy Systems (2024)

Amar Ramapuram MatavalamBoya HouHyungjin ChoiSubhonmesh BoseUmesh Vaidya

Distributed Dual Subgradient Methods With Averaging and Applications to Grid Optimization. Journal of Optimization Theory and Applications (2024)

Haitian LiuSubhonmesh BoseHoa Dinh NguyenYe GuoThinh T. DoanCarolyn L. Beck

Incentive Designs for Stackelberg Games With a Large Number of Followers and Their Mean-Field Limits. Dynamic Games and Applications (2024)

Sina SanjariSubhonmesh BoseTamer Başar

On Carsharing Platforms With Electric Vehicles as Energy Service Providers. IEEE Transactions on Intelligent Transportation Systems (2024)

Xi ChengTheodoros MamalisSubhonmesh BoseLav R. Varshney

Propagating Uncertainty Through System Dynamics in Reproducing Kernel Hilbert Space. Physica D Nonlinear Phenomena (2024)

Boya HouAmarsagar Reddy Ramapuram MatavalamSubhonmesh BoseUmesh Vaidya

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information theory

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George Gross

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power system security

energy infrastructure

Seyed Rasoul Etesami

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electric transportation networks

intelligent optimization

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