2 papers
cs.LG2022
Heterogenous Ensemble of Models for Molecular Property Prediction
Sajad Darabi, Shayan Fazeli, Jiwei Liu +4
Previous works have demonstrated the importance of considering different modalities on molecules, each of which provide a varied granularity of information for downstream property…
cs.LG2020
GPU Accelerated Exhaustive Search for Optimal Ensemble of Black-Box Optimization Algorithms
Jiwei Liu, Bojan Tunguz, Gilberto Titericz
Black-box optimization is essential for tuning complex machine learning algorithms which are easier to experiment with than to understand. In this paper, we show that a simple ense…