ROOT: Rethinking Offline Optimization as Distributional Translation via Probabilistic Bridge

NeurIPSSpotlight2025

Authors
Manh Cuong Dao, The Hung Tran, Phi Le Nguyen, Thao Nguyen Truong, Trong Nghia Hoang
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

This paper studies the black-box optimization task which aims to find the maxima of a black-box function using a static set of its observed input-output pairs…

Opening excerpt from the authors’ abstract. source

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Topics

optimization

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