lamda-bbo

CCL-SC

Official implementation of ICML'24 paper Confidence-aware Contrastive Learning for Selective Classification.

CCQD

Official implementation of ICLR'24 spotlight paper "Sample-Efficient Quality-Diversity by Cooperative Coevolution".

ELG

Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy"

macro-regulator

Official implementation of NeurIPS'24 paper "Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer".

madac

Official implementation of NeurIPS22 paper “Multi-agent Dynamic Algorithm Configuration”

MCTS-VS

Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"

NSS

Official implementation of IJCAI'23 paper "Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting"

offline-moo

Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".

sbokde

Official implementation of AAAI'24 paper "Stochastic Bayesian Optimization with Unknown Continuous Context Distribution via Kernel Density Estimation"

WireMask-BBO

Official implementation of NeurIPS'23 paper "Macro Placement by Wire-Mask-Guided Black-Box Optimization"

lamda-bbo/MCTS-VS

Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"

lamda-bbo/madac

Official implementation of NeurIPS22 paper “Multi-agent Dynamic Algorithm Configuration”

lamda-bbo/WireMask-BBO

Official implementation of NeurIPS'23 paper "Macro Placement by Wire-Mask-Guided Black-Box Optimization"

lamda-bbo/offline-moo

Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".

lamda-bbo/macro-regulator

Official implementation of NeurIPS'24 paper "Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer".

lamda-bbo/mcts-transfer

Official implementation of NeurIPS'24 Spotlight paper "Monte Carlo Tree Search based Space Transfer for Black-box Optimization".

lamda-bbo/sbokde

Official implementation of AAAI'24 paper "Stochastic Bayesian Optimization with Unknown Continuous Context Distribution via Kernel Density Estimation"

lamda-bbo/CCL-SC

Official implementation of ICML'24 paper Confidence-aware Contrastive Learning for Selective Classification.

lamda-bbo/CCQD

Official implementation of ICLR'24 spotlight paper "Sample-Efficient Quality-Diversity by Cooperative Coevolution".

lamda-bbo/ELG

Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy"

lamda-bbo/neural-solver-selection

lamda-bbo/NSS

Official implementation of IJCAI'23 paper "Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting"

lamda-bbo/RefQD

Official repository of ICML'24 paper "Quality-Diversity with Limited Resources".

lamda-bbo/BPODC

Official implementation of PPSN'24 paper "Biased Pareto Optimization for Subset Selection with Dynamic Cost Constraints"

lamda-bbo/.github

lamda-bbo/MR-EMO

lamda-bbo/PVD-EMO

Official implementation of IJCAI'24 paper "Peptide Vaccine Design by Evolutionary Multi-objective Optimization."