Luca Oneto
7 papers · 2011–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (19) π Academic Marathon (9) π Cross-Pollinator (13) π Conference Polyglot (2)
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
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Keyword Champion
π±
Topic Pioneer
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Trend Setter
Conferences
NIPS (6)
AAAI (1)
Top co-authors
Keywords
demographic parity
(3)
fair regression
(2)
semi-supervised learning
(2)
binary classification
(1)
transfer learning
(1)
optimal transport
(1)
multitask learning
(1)
safety alignment
(1)
fair classification
(1)
empirical risk minimization
(1)
rademacher complexity
(1)
maximum mean discrepancy
(1)
generalization bound
(1)
kernel classifier
(1)
sinkhorn divergence
(1)
mechanistic interpretability
(1)
fairness constraint
(1)
model ablation
(1)
bayes classifier
(1)
wasserstein barycenter
(1)
Papers
SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models
AAAI 2026
Fair regression with Wasserstein barycenters
NIPS 2020
Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning
NIPS 2020
Fair regression via plug-in estimator and recalibration with statistical guarantees
NIPS 2020
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification
NIPS 2019
Empirical Risk Minimization Under Fairness Constraints
NIPS 2018
The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers
NIPS 2011