Fernando Cagigas VillarTopological Data Analysis: Unveiling the Hidden Shape of Information.Previously, in past articles, I discussed Topological Data Analysis (TDA), specifically in the context of the EEG phase space. I…Sep 18
Alexander Del Toro Barba (PhD)Chebyshev Polynomials in Quantum Topological Data AnalysisIn quantum topological data analysis, an essential step is to filter out zero eigenvalues with spectral projectors. These corresponds to…Sep 6
Alexander Del Toro Barba (PhD)Projection-based Overlap EstimationProjection-based overlap estimation is an important technique applied in a quantum TDA algorithm, specifically during the estimation of the…Sep 7Sep 7
Alexander Del Toro Barba (PhD)Qubitization and Quantum Walks in Quantum ComputingIn quantum TDA the goal is to efficiently navigate simplicial complexes and analyze spectral properties to infer Betti numbers. Quantum…Sep 6Sep 6
Fernando Cagigas VillarTopological Data Analysis: Unveiling the Hidden Shape of Information.Previously, in past articles, I discussed Topological Data Analysis (TDA), specifically in the context of the EEG phase space. I…Sep 18
Alexander Del Toro Barba (PhD)Chebyshev Polynomials in Quantum Topological Data AnalysisIn quantum topological data analysis, an essential step is to filter out zero eigenvalues with spectral projectors. These corresponds to…Sep 6
Alexander Del Toro Barba (PhD)Projection-based Overlap EstimationProjection-based overlap estimation is an important technique applied in a quantum TDA algorithm, specifically during the estimation of the…Sep 7
Alexander Del Toro Barba (PhD)Qubitization and Quantum Walks in Quantum ComputingIn quantum TDA the goal is to efficiently navigate simplicial complexes and analyze spectral properties to infer Betti numbers. Quantum…Sep 6
Alexander Del Toro Barba (PhD)Computational Complexity of Topological Data AnalysisTopological Data Analysis holds potential for advancing the field, but many cases prove computationally challenging. It has been shown that…Sep 4
Mathieu CarrièreinTowards Data ScienceMixing Topology and Deep Learning with PersLayIn a former post, I presented Topological Data Analysis and its main descriptor, the so-called persistence diagram. In this post, I would…Jun 22, 20191