2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.MS2023★ 1 cited
MindOpt Tuner: Boost the Performance of Numerical Software by Automatic Parameter Tuning
Mengyuan Zhang, Wotao Yin, Mengchang Wang +7
Numerical software is usually shipped with built-in hyperparameters. By carefully tuning those hyperparameters, significant performance enhancements can be achieved for specific ap…
cs.LG2021★ 2 cited
CobBO: Coordinate Backoff Bayesian Optimization with Two-Stage Kernels
Jian Tan, Niv Nayman, Mengchang Wang
Bayesian optimization is a popular method for optimizing expensive black-box functions. Yet it oftentimes struggles in high dimensions where the computation could be prohibitively…