Dani S. Bassett

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Guided Exploration

Dynamical Systems

Information Loss

Information Bottleneck

Top Venues

Nat. Mac. Intell.

J. Complex Networks

Publications

Kieran A. Murphy, Sam Dillavou, Dani S. Bassett
Comparing information content of representation spaces for disentanglement with VAE ensembles. CoRR (2024)
Shubhankar P. Patankar, Mathieu Ouellet, Juan Cerviño, Alejandro Ribeiro, Kieran A. Murphy, Dani S. Bassett
Intrinsically motivated graph exploration using network theories of human curiosity. CoRR (2023)
Kieran A. Murphy, Dani S. Bassett
Optimized measurements of chaotic dynamical systems via the information bottleneck. CoRR (2023)
Jason Z. Kim, Dani S. Bassett
A neural machine code and programming framework for the reservoir computer. Nat. Mac. Intell. 5 (6) (2023)
Kieran A. Murphy, Dani S. Bassett
Information decomposition to identify relevant variation in complex systems with machine learning. CoRR (2023)
Jason Z. Kim, Dani S. Bassett
Publisher Correction: A neural machine code and programming framework for the reservoir computer. Nat. Mac. Intell. 5 (7) (2023)
Andrei A. Klishin, Nicolas H. Christianson, Cynthia S. Q. Siew, Dani S. Bassett
Learning Dynamic Graphs, Too Slow. CoRR (2022)
Pragya Srivastava, Panagiotis Fotiadis, Linden Parkes, Dani S. Bassett
The expanding horizons of network neuroscience: From description to prediction and control. NeuroImage 258 (2022)
Kieran A. Murphy, Dani S. Bassett
Interpretability with full complexity by constraining feature information. CoRR (2022)
Kieran A. Murphy, Dani S. Bassett
Characterizing information loss in a chaotic double pendulum with the Information Bottleneck. CoRR (2022)
Andrei A. Klishin, Dani S. Bassett
Exposure theory for learning complex networks with random walks. J. Complex Networks 10 (5) (2022)
Andrew A. Chen, Dhivya Srinivasan, Raymond Pomponio, Yong Fan, Ilya M. Nasrallah, Susan M. Resnick, Lori L. Beason-Held, Christos Davatzikos, Theodore D. Satterthwaite, Dani S. Bassett, Russell T. Shinohara, Haochang Shou
Harmonizing functional connectivity reduces scanner effects in community detection. NeuroImage 256 (2022)
Kieran A. Murphy, Dani S. Bassett
The Distributed Information Bottleneck reveals the explanatory structure of complex systems. CoRR (2022)