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Super-Level-Set Regression: Conditional Quantiles via Volume Minimization

Super-level-set regression directly optimizes minimum-volume prediction regions via geometric optimization, bypassing full conditional density estimation to capture complex multimodal conditional structures.

Sacha Braun, Michael Jordan, Francis Bach

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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AI panel: 5 of 20 reviewers recommend it
lenient 2/5
medium 3/10
strict 0/5