Publications in Machine Learning Venues

ICML

Connectivity-Optimized Representation Learning via Persistent Homology Graph Filtration Learning Topologically Densified Distributions

NeurIPS

Deep Learning with Topological Signatures Region-specific Diffeomorphic Metric Mapping Statistical Topological Data Analysis - A Kernel Perspective

AAAI

Deep Message Passing on Sets

AISTATS

Regression Uncertainty on the Grassmannian

JMLR

Learning Representations of Persistence Barcodes
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UNC Biomedical Image Analysis Group (UNC-biag)

UNC Biomedical Image Analysis Group (unc-biag)