Small Transformers Compute Universal Metric Embeddings

14 September 2022

Papers citing "Small Transformers Compute Universal Metric Embeddings"

6 / 6 papers shown

Title
Deep Kalman Filters Can Filter Blanka Hovart Anastasis Kratsios Yannick Limmer Xuwei Yang 45 1 0 31 Dec 2024
Designing Universal Causal Deep Learning Models: The Case of Infinite-Dimensional Dynamical Systems from Stochastic Analysis Luca Galimberti Anastasis Kratsios Giulia Livieri OOD 13 14 0 24 Oct 2022
Heterogeneous manifolds for curvature-aware graph embedding Francesco Di Giovanni Giulia Luise M. Bronstein 49 23 0 02 Feb 2022
Universal Approximation Under Constraints is Possible with Transformers Anastasis Kratsios Behnoosh Zamanlooy Tianlin Liu Ivan Dokmanić 48 26 0 07 Oct 2021
Failures of model-dependent generalization bounds for least-norm interpolation Peter L. Bartlett Philip M. Long 78 29 0 16 Oct 2020
Variational Wasserstein Clustering Liang Mi Wen Zhang X. Gu Yalin Wang OT 48 42 0 23 Jun 2018