76 citations · 126 across the 4 of their papers we have counts for
4 papers
Quantum information in Riemannian spaces
Pablo G. Camara
We present a diffeomorphism-invariant formulation of differential entropy for Riemannian spaces, providing a fine-grained, coordinate-independent notion of quantum information for…
Spectral Simplicial Theory for Feature Selection and Applications to Genomics
Kiya W. Govek, Venkata S. Yamajala, Pablo G. Camara
The scale and complexity of modern data sets and the limitations associated with testing large numbers of hypotheses underline the need for feature selection methods. Spectral tech…
Inference of Ancestral Recombination Graphs through Topological Data Analysis
Pablo G. Camara, Arnold J. Levine, Raul Rabadan
The recent explosion of genomic data has underscored the need for interpretable and comprehensive analyses that can capture complex phylogenetic relationships within and across spe…
Parametric Inference using Persistence Diagrams: A Case Study in Population Genetics
Kevin Emmett, Daniel Rosenbloom, Pablo Camara +1
Persistent homology computes topological invariants from point cloud data. Recent work has focused on developing statistical methods for data analysis in this framework. We show th…