C-MICL embeds conformal prediction sets into mixed-integer constraint learning, claiming a 1-alpha probability that optimized solutions are feasible for the true unknown constraint.
Optimization with constraint learning: A framework and survey.European Journal of Operational Research, 314(1):1–14, 2024
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
REJECT 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Conformal Mixed-Integer Constraint Learning with Feasibility Guarantees
C-MICL embeds conformal prediction sets into mixed-integer constraint learning, claiming a 1-alpha probability that optimized solutions are feasible for the true unknown constraint.