Search Results for author: Ian Benlolo

Found 2 papers, 1 papers with code

fintech-kMC: Agent based simulations of financial platforms for design and testing of machine learning systems

no code implementations • 4 Jan 2023 • 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.

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Training neural networks using Metropolis Monte Carlo and an adaptive variant

1 code implementation • 16 May 2022 • Stephen Whitelam, Viktor Selin, Ian Benlolo, Corneel Casert, Isaac Tamblyn

We examine the zero-temperature Metropolis Monte Carlo algorithm as a tool for training a neural network by minimizing a loss function.

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