GitHub topics: offline-optimization
lamda-bbo/universal-offline-bbo Fork of trxcc/universal-offline-bbo
Official implementation of ICML'25 paper "Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings"
Language: Python - Size: 93.8 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 2 - Forks: 0
lamda-bbo/offline-moo
Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".
Language: Python - Size: 154 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 20 - Forks: 6
michael-s-yao/DynAMO
Official Implementation for "Diversity By Design: Leveraging Distribution Matching for Offline Model-Based Optimization" accepted to ICML 2025
Language: Python - Size: 3.81 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0
trxcc/Offline-RaM
Official implementation of ICLR'25 paper "Offline Model-Based Optimization by Learning to Rank"
Language: Python - Size: 68.4 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1
michael-s-yao/gabo
Source code for Generative Adversarial Bayesian Optimization (GABO) for Surrogate Objectives
Language: Python - Size: 9.16 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0
aryandeshwal/pytorch_coms
Pytorch based reimplementation of COMS: Conservative Objective Models for Effective Offline Model-Based Optimization.
Language: Python - Size: 8.79 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
