Rishabh Gupta

Employment

• Dexerials (Japan) Research Engineer
  2015 - 2018

Education

• University of Minnesota Ph.D
  2018 - Present
• Indian Institute of Technology Kanpur B.Tech-M.Tech Dual Degree
  2010 - 2015

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• Learning large neighborhood search for maritime inventory routing optimization
  International Transactions in Operational Research 2026 DOI: 10.1111/itor.70175
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• Decision-Focused Surrogate Modeling for Mixed-Integer Linear Optimization
  Transactions on Machine Learning Research 2025
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• Enhancing explainability of stochastic programming solutions via scenario and recourse reduction
  Optimization and Engineering 2024 DOI: 10.1007/s11081-023-09825-9
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• Data‐driven decision‐focused surrogate modeling
  AIChE Journal 2024 DOI: 10.1002/aic.18338
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• Efficient learning of decision-making models: A penalty block coordinate descent algorithm for data-driven inverse optimization
  Computers & Chemical Engineering 2023 DOI: 10.1016/j.compchemeng.2022.108123
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• An inverse optimization approach to decision-focused learning
  Computer Aided Chemical Engineering 2023 DOI: 10.1016/B978-0-443-15274-0.50216-X
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• Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization
  INFORMS Journal on Computing 2022 DOI: 10.1287/ijoc.2022.1162
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• Decision-Focused Surrogate Modeling with Feasibility Guarantee
  Computer Aided Chemical Engineering 2022 DOI: 10.1016/b978-0-323-85159-6.50286-4
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• Role of Nonlinear Effects in Benzene–Toluene–Xylene Dividing Wall Column Control System Design
  Industrial & Engineering Chemistry Research 2015 DOI: 10.1021/acs.iecr.5b01907
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