Researcher profile

Edward O. Pyzer‐Knapp

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Privacy-Preserving Gaussian Process Regression -- A Modular Approach to the Application of Homomorphic Encryption

2020 · arXiv (Cornell University)

Much of machine learning relies on the use of large amounts of data to train models to make predictions. When this data comes from multiple sources, for example when evaluation of data against a machine …
Explainable Gaussian processes: a loss landscape perspective

2024 · Machine Learning Science and Technology

Abstract Prior beliefs about the latent function to shape inductive biases can be incorporated into a Gaussian process (GP) via the kernel. However, beyond kernel choices, the decision-making process of GP models remains poorly understood. …