Concepedia

Giulia Luise

GL

7

Publications

185

Citations

7

H-Index

2018

Active since

Affiliations

University College London(Current)

King Abdullah University of Science and Technology

Imperial College London

Italian Institute of Technology

Giulia Luise is an author at University College London specializing in machine learning, engineering, and deep learning.

Top concepts

EngineeringMachine LearningDeep LearningComputer ScienceData ScienceStatistical InferenceStatisticsApproximation TheoryArtificial IntelligenceGraph Theory

Publications per year

2018–2023

7

Publications

7

Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance

Giulia Luise, Alessandro Rudi, Massimiliano Pontil et al. · arXiv (Cornell University) · 2018 · 75 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology

Francesco Di Giovanni, Lorenzo Giusti, Federico Barbero et al. · arXiv (Cornell University) · 2023 · 31 citations · Full text

Artificial Intelligence, Graph Sparsity, Engineering +19

Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning

Luca Oneto, Michele Donini, Giulia Luise et al. · Neural Information Processing Systems · 2020 · 25 citations

Artificial Intelligence, Engineering, Machine Learning +10

A Non-Asymptotic Analysis for Stein Variational Gradient Descent

Anna Korba, Adil Salim, Michael Arbel et al. · arXiv (Cornell University) · 2020 · 15 citations · Full text

Non-asymptotic Analysis, Gradient Descent, Svgd Algorithm +13

A Non-Asymptotic Analysis for Stein Variational Gradient Descent

Anna Korba, Adil Salim, Michael Arbel et al. · King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) · 2020 · 15 citations · Full text

Rows per page

1–5 of 7