1 citations · 1 across the 3 of their papers we have counts for
6 papers
ENS-t-SNE: Embedding Neighborhoods Simultaneously t-SNE
Jacob Miller, Vahan Huroyan, Raymundo Navarrete +2
When visualizing a high-dimensional dataset, dimension reduction techniques are commonly employed which provide a single 2-dimensional view of the data. We describe ENS-t-SNE: an a…
Multi-Perspective, Simultaneous Embedding
Md Iqbal Hossain, Vahan Huroyan, Stephen Kobourov +1
We describe MPSE: a Multi-Perspective Simultaneous Embedding method for visualizing high-dimensional data, based on multiple pairwise distances between the data points. Specificall…
Prevalence of Delay Embeddings with a Fixed Observation Function
Raymundo Navarrete, Divakar Viswanath
Let , , be a dynamical system with being a diffeomorphism. Although the state vector is often unobservable, the dynamics can b…
Delay Embedding of Periodic Orbits Using a Fixed Observation Function
Raymundo Navarrete, Divakar Viswanath
Delay coordinates are a widely used technique to pass from observations of a dynamical system to a representation of the dynamical system as an embedding in Euclidean space. Curren…
Prediction of Dynamical time Series Using Kernel Based Regression and Smooth Splines
Raymundo Navarrete, Divakar Viswanath
Prediction of dynamical time series with additive noise using support vector machines or kernel based regression has been proved to be consistent for certain classes of discrete dy…
Accuracy and stability of inversion of power series
Raymundo Navarrete, Divakar Viswanath
This article considers the numerical inversion of the power series to compute the inverse series satisfying . Numerical inversi…