Saverio Salzo
12 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π Renaissance Researcher (5) π Conference Polyglot (5)
π§
Keyword Pioneer
π
Cross-Pollinator
(10)
π
Conference Polyglot
(5)
π€
Dynamic Duo
(10)
π
Keyword Champion
(2)
π₯
Unstoppable
(8)
π
Century Club
(12)
Conferences
ICML (6)
AISTATS (2)
NIPS (2)
JMLR (1)
PGM (1)
Top co-authors
Keywords
bilevel optimization
(5)
hyperparameter optimization
(4)
stochastic approximation
(2)
optimal transport
(2)
contraction mapping
(2)
convergence analysis
(1)
network inference
(1)
convex optimization
(1)
time series
(1)
entropic regularization
(1)
nonparametric learning
(1)
probability distribution
(1)
sparse regression
(1)
gradient descent
(1)
forward-backward splitting
(1)
group lasso
(1)
bregman distance
(1)
sample complexity
(1)
feature selection
(1)
few-shot learning
(1)
Papers
A Bregman Proximal Viewpoint on Neural Operators
ICML 2025
Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
ICML 2024
Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-Start
JMLR 2023
Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity
ICML 2022
Bregman Neural Networks
ICML 2022
Convergence Properties of Stochastic Hypergradients
AISTATS 2021
On the Iteration Complexity of Hypergradient Computation
ICML 2020
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm
NIPS 2019
Forward-Backward Splitting for Time-Varying Graphical Models
PGM 2018
Solving lp-norm regularization with tensor kernels
AISTATS 2018
Bilevel Programming for Hyperparameter Optimization and Meta-Learning
ICML 2018
Bilevel learning of the Group Lasso structure
NIPS 2018