Giulia Luise
9 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (9)
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Taxonomy Completionist
(28)
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Hot Topic Early Bird
Conferences
NIPS (5)
ICML (3)
AISTATS (1)
Top co-authors
Keywords
optimal transport
(4)
sinkhorn divergence
(2)
probability distribution
(2)
variational inference
(1)
bayesian inference
(1)
structured prediction
(1)
convex optimization
(1)
kl divergence
(1)
multitask learning
(1)
trace norm regularization
(1)
gradient descent
(1)
ranking problem
(1)
particle-based inference
(1)
maximum mean discrepancy
(1)
gradient computation
(1)
transfer learning
(1)
excess risk bound
(1)
non-asymptotic analysis
(1)
graph topology
(1)
imitation learning
(1)
Papers
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology
ICML 2023
Meta Optimal Transport
ICML 2023
Aligning Time Series on Incomparable Spaces
AISTATS 2021
Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning
NIPS 2020
A Non-Asymptotic Analysis for Stein Variational Gradient Descent
NIPS 2020
The Wasserstein Proximal Gradient Algorithm
NIPS 2020
Leveraging Low-Rank Relations Between Surrogate Tasks in Structured Prediction
ICML 2019
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm
NIPS 2019
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance
NIPS 2018