Luca Melis
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Security & Privacy
(2)
Core AI
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Core Methods
(1)
Differential Privacy
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
differential privacy
(3)
adversarial robustness
(1)
embedding space
(1)
sequential decision making
(1)
adversarial training
(1)
synthetic data generation
(1)
statistical query
(1)
continuous relaxation
(1)
local privacy
(1)
missing value imputation
(1)
regret bound
(1)
contextual bandit
(1)
robustness certification
(1)
privacy auditing
(1)
feature dependency
(1)
privacy risk
(1)
linear contextual bandit
(1)
user-level privacy
(1)
membership inference attack
(1)
federated bandit
(1)
Papers
Auditing f-differential privacy in one run
ICML 2025
Noisy Neighbors: Efficient membership inference attacks against LLMs
ACL 2024
ReMasker: Imputing Tabular Data with Masked Autoencoding
ICLR 2024
Federated Linear Contextual Bandits with User-level Differential Privacy
ICML 2023
Adversarial Robustness with Non-uniform Perturbations
NeurIPS 2021
Differentially Private Query Release Through Adaptive Projection
ICML 2021