research
∙
07/25/2023
Gradient-Based Spectral Embeddings of Random Dot Product Graphs
The Random Dot Product Graph (RDPG) is a generative model for relational...
share
research
∙
01/26/2022
Online Change Point Detection for Weighted and Directed Random Dot Product Graphs
Given a sequence of random (directed and weighted) graphs, we address th...
research
∙
06/21/2019
Re-Weighted ℓ_1 Algorithms within the Lagrange Duality Framework: Bringing Interpretability to Weights
We consider an important problem in signal processing, which consists in...
research
∙
05/13/2014
Graph Matching: Relax at Your Own Risk
Graph matching---aligning a pair of graphs to minimize their edge disagr...
research
∙
11/25/2013
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching
Graph matching is a challenging problem with very important applications...
research
∙
05/07/2013
A new framework for optimal classifier design
The use of alternative measures to evaluate classifier performance is ga...
research
∙
09/28/2012
