21 citations · 32 across the 4 of their papers we have counts for
4 papers
Manifold Alignment with Label Information
Andres F. Duque, Myriam Lizotte, Guy Wolf +1
Multi-domain data is becoming increasingly common and presents both challenges and opportunities in the data science community. The integration of distinct data-views can be used f…
Diffusion Transport Alignment
Andres F. Duque, Guy Wolf, Kevin R. Moon
The integration of multimodal data presents a challenge in cases when the study of a given phenomena by different instruments or conditions generates distinct but related domains.…
Extendable and invertible manifold learning with geometry regularized autoencoders
Andrés F. Duque, Sacha Morin, Guy Wolf +1
A fundamental task in data exploration is to extract simplified low dimensional representations that capture intrinsic geometry in data, especially for faithfully visualizing data…
Visualizing High Dimensional Dynamical Processes
Andrés F. Duque, Guy Wolf, Kevin R. Moon
Manifold learning techniques for dynamical systems and time series have shown their utility for a broad spectrum of applications in recent years. While these methods are effective…