Small Transformers Compute Universal Metric Embeddings Journal Articles

authors

• Kratsios, Anastasis
• Debarnot, Valentin
• Dokmanic, Ivan

status

• published 

publication date

• 2023

has subject area

• 08 Information and Computing Sciences (FoR)
• 17 Psychology and Cognitive Sciences (FoR)
• Artificial Intelligence & Image Processing (Science Metrix)

published in

• Journal of machine learning research  Journal

keywords

• APPROXIMATION
• Automation & Control Systems
• Computer Science
• Computer Science, Artificial Intelligence
• DIMENSION
• ERROR-BOUNDS
• Gaussian Mixtures
• Geometric Deep Learning
• MARTINGALE OPTIMAL TRANSPORT
• Metric Embeddings
• Optimal Transport
• PROPERTY
• RIEMANNIAN-MANIFOLDS
• Representation Learning
• SPACES
• SPHERE
• Science & Technology
• Technology
• Transformers
• WASSERSTEIN-TYPE DISTANCE

volume

• 24