4 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 3 cited
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
Steven Farrell, Murali Emani, Jacob Balma +40
Scientific communities are increasingly adopting machine learning and deep learning models in their applications to accelerate scientific insights. High performance computing syste…
q-bio.BM2019★ 1 cited
PharML.Bind: Pharmacologic Machine Learning for Protein-Ligand Interactions
Aaron D. Vose, Jacob Balma, Damon Farnsworth +2
Is it feasible to create an analysis paradigm that can analyze and then accurately and quickly predict known drugs from experimental data? PharML.Bind is a machine learning toolkit…
cs.NE2019★ 4 cited
Recombination of Artificial Neural Networks
Aaron Vose, Jacob Balma, Alex Heye +5
We propose a genetic algorithm (GA) for hyperparameter optimization of artificial neural networks which includes chromosomal crossover as well as a decoupling of parameters (i.e.,…