Kieran A. Murphy

According to our database1, Kieran A. Murphy authored at least 10 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Comparing information content of representation spaces for disentanglement with VAE ensembles.
CoRR, 2024

2023
Optimized measurements of chaotic dynamical systems via the information bottleneck.
CoRR, 2023

Information decomposition to identify relevant variation in complex systems with machine learning.
CoRR, 2023

Intrinsically Motivated Graph Exploration Using Network Theories of Human Curiosity.
Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

Interpretability with full complexity by constraining feature information.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Characterizing information loss in a chaotic double pendulum with the Information Bottleneck.
CoRR, 2022

The Distributed Information Bottleneck reveals the explanatory structure of complex systems.
CoRR, 2022

Learning ABCs: Approximate Bijective Correspondence for isolating factors of variation with weak supervision.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
There and back again: Cycle consistency across sets for isolating factors of variation.
CoRR, 2021

Implicit-PDF: Non-Parametric Representation of Probability Distributions on the Rotation Manifold.
Proceedings of the 38th International Conference on Machine Learning, 2021


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