no code implementations • 7 May 2024 • Gergely Flamich, Lennie Wells
Channel simulation algorithms can efficiently encode random samples from a prescribed target distribution $Q$ and find applications in machine learning-based lossy data compression.
2 code implementations • 2 Oct 2023 • James Chapman, Lennie Wells, Ana Lawry Aguila
The Canonical Correlation Analysis (CCA) family of methods is foundational in multiview learning.
1 code implementation • 21 Nov 2022 • James Chapman, Ana Lawry Aguila, Lennie Wells
We demonstrate the effectiveness of our method for solving GEPs in the stochastic setting using canonical multiview datasets and demonstrate state-of-the-art performance for optimizing Deep CCA.