Catuscia Palamidessi
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
differential privacy
(2)
stochastic gradient descent
(1)
object recognition
(1)
causal discovery
(1)
hyperparameter optimization
(1)
causal structure learning
(1)
maximum likelihood estimation
(1)
randomized response
(1)
deep neural network
(1)
adversarial perturbation
(1)
gradient clipping
(1)
adversarial example
(1)
privacy-preserving method
(1)
privacy leakage
(1)
membership inference
(1)
fairness constraint
(1)
local differential privacy
(1)
histogram estimation
(1)
false rejection rate
(1)
perturbation magnitude
(1)
Papers
Estimating the True Distribution of Data Collected with Randomized Response
AAAI 2026
Causal Discovery Under Local Privacy
CLeaR 2024
Online Sensitivity Optimization in Differentially Private Learning
AAAI 2024
Leveraging Adversarial Examples To Quantify Membership Information Leakage
CVPR 2022
On the Impossibility of Non-trivial Accuracy in Presence of Fairness Constraints
AAAI 2022
DOCTOR: A Simple Method for Detecting Misclassification Errors
NeurIPS 2021