Author

Rishabh Gupta

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Open access Aug 2026

Uncovering expert objectives in production planning via inverse optimization: An industrial case study

This study shows that inverse optimization can transform tacit human expertise into interpretable models, enabling more accurate and trusted decision-support tools for complex industrial systems.

Shivi Dixit, Rishabh Gupta, Adam Kelloway et al. · Chemical engineering researc... · 0 citations

Preprint Aug 2026

An inverse mixed-integer optimization framework for learning interpretable models of expert decision making

This work develops an inverse optimization approach to jointly learn the decision-maker's preferences and the decision rules governing their choices, which leads to better predictions and greater flexibility in capturing and replicating expert decision making.

Anurag Holani, Rishabh Gupta, J. Wassick et al. · 1 citation