Research

Selected publications & working papers on algebraic topology, active learning, and the geometry of neural representations.

In Progress

Neural Manifolds

On the geometry and topology of learned representations.

manifold learning representation geometry neural networks
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In Progress

Bayesian Rips Active Learning (BRAL)

Topology-aware active learning for rare lineage discovery.

topological data analysis active learning bayesian inference
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