ResearchBenchmarksHyperparameter Optimization on LASSO-DNA frozen noiseHyperparameter Optimization on LASSO-DNA frozen noiseFollow0.1Total Proposal Time (s)random-306.181,761.213,828.65,895.99Jun 15, 2025Evaluation resultsMethodMethodLinksTotal Proposal Time (s)randomD=180, N=1000D=180, N=10002025.060.1ucbD=180, N=1000D=180, N=10002025.065turbo-zeroD=180, N=1000D=180, N=10002025.0640turbo-ennD=180, N=1000D=180, N=10002025.0688.4optunaD=180, N=1000D=180, N=10002025.06915.3smacD=180, N=1000D=180, N=10002025.061,097.1turbo-oneD=180, N=1000D=180, N=10002025.066,596.4dngoD=180, N=1000D=180, N=10002025.067,657.1