warm starting

7 papers

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Co-occurring keywords

combinatorial optimization (1039) hyperparameter optimization (405) bipartite matching (66) neural network training (309) black-box optimization (182) convex optimization (1320) knowledge transfer (647) sample complexity (1158) incremental learning (278) marginal likelihood (75)

Papers

Improving Linear System Solvers for Hyperparameter Optimisation in Iterative Gaussian Processes NIPS 2024

Warm-starting Push-Relabel NIPS 2024

Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization ICML 2023

MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers AAAI 2022

Faster Matchings via Learned Duals NIPS 2021

Warm Starting CMA-ES for Hyperparameter Optimization AAAI 2021

On Warm-Starting Neural Network Training NIPS 2020