K. Michael Martini

According to our database, K. Michael Martini authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Accurate Estimation of Mutual Information in High Dimensional Data.

Eslam Abdelaleem, K. Michael Martini, Ilya Nemenman

CoRR, June, 2025

2024

Simultaneous Dimensionality Reduction: A Data Efficient Approach for Multimodal Representations Learning.

Eslam Abdelaleem, Ahmed Roman, K. Michael Martini, Ilya Nemenman

Trans. Mach. Learn. Res., 2024

Data Efficiency, Dimensionality Reduction, and the Generalized Symmetric Information Bottleneck.

K. Michael Martini, Ilya Nemenman

Neural Comput., 2024

2023

Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses.

Eslam Abdelaleem, Ilya Nemenman, K. Michael Martini

CoRR, 2023