Papers
Preprints
- (2021) Quantized Gromov-Wasserstein.
With David Miller and Tom Needham.
Publications
2021
- Generalized Spectral Clustering via Gromov-Wasserstein Learning.
AISTATS.
With Tom Needham.2020
- Path homology and temporal networks. Complex Networks 2020.
With Steve Huntsman and Matvey Yutin. - Gromov-Wasserstein Averaging in a Riemannian Framework. CVPR workshops (DiffCVML).
With Tom Needham. - New families of stable simplicial filtration functors. Topology and its Applications.
With Nate Clause, Facundo Mémoli, Jose Ángel Sánchez, and Zoe Wellner.2019
- Path homologies of deep feedforward networks. IEEE ICMLA.
With Tom Gebhart, Steve Huntsman, and Matvey Yutin. - The Gromov-Wasserstein distance between networks and stable network invariants. Information and Inference.
With Facundo Mémoli. - Metric and Topological Approaches to Network Data Analysis. PhD Thesis.
2018
- A functorial Dowker theorem and persistent homology of asymmetric networks. Journal of Applied and Computational Topology.
With Facundo Mémoli. - The importance of forgetting: Limiting memory improves recovery of topological characteristics from neural data. Plos One.
With Bowen Dai and Facundo Mémoli. - Explicit geodesics in Gromov-Hausdorff space. Electronic Research Announcements.
With Facundo Mémoli. - Persistent path homology of directed networks. SODA.
With Facundo Mémoli.2016
- Hierarchical representations of network data with optimal distortion bounds. IEEE Asilomar.
With Facundo Mémoli and Zane Smith. - Persistent homology of directed networks. IEEE Asilomar.
With Facundo Mémoli. - Improved error bounds for tree representations of metric spaces. NeurIPS.
With Facundo Mémoli and Zane Smith. - Distances between directed networks and applications. IEEE ICASSP.
With Facundo Mémoli.2015
- Metric structures on networks and applications. IEEE Allerton.
With Facundo Mémoli.
Older preprints
- (2019) Geodesics in persistence diagram space.
- (2018) Vietoris-Rips Complexes of Regular Polygons.
With Henry Adams, Adam Jaffe, and Bonginkosi Sibanda.