2 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 2 cited
fintech-kMC: Agent based simulations of financial platforms for design and testing of machine learning systems
Isaac Tamblyn, Tengkai Yu, Ian Benlolo
We discuss our simulation tool, fintech-kMC, which is designed to generate synthetic data for machine learning model development and testing. fintech-kMC is an agent-based model dr…
cs.LG2022★ 2 cited
Training neural networks using Metropolis Monte Carlo and an adaptive variant
Stephen Whitelam, Viktor Selin, Ian Benlolo +2
We examine the zero-temperature Metropolis Monte Carlo algorithm as a tool for training a neural network by minimizing a loss function. We find that, as expected on theoretical gro…