58 citations · 110 across the 7 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023
Decreasing the Computing Time of Bayesian Optimization using Generalizable Memory Pruning
Alexander E. Siemenn, Tonio Buonassisi
Bayesian optimization (BO) suffers from long computing times when processing highly-dimensional or large data sets. These long computing times are a result of the Gaussian process…
eess.IV2023★ 19 cited
Using Scalable Computer Vision to Automate High-throughput Semiconductor Characterization
Alexander E. Siemenn, Eunice Aissi, Fang Sheng +4
High-throughput materials synthesis methods have risen in popularity due to their potential to accelerate the design and discovery of novel functional materials, such as solution-p…