Search Results for author: Lennie Wells

Found 3 papers, 2 papers with code

Some Notes on the Sample Complexity of Approximate Channel Simulation

no code implementations7 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.

Data Compression

A Generalized EigenGame with Extensions to Multiview Representation Learning

1 code implementation21 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.

Dimensionality Reduction Representation Learning

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