Andrea Paudice

38 papers A* 7A 1Journal 27Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sample-Near-Optimal Agnostic Boosting with Improved Running Time.
CoRR
Arthur da Cunha, Mikael Møller Høgsgaard, Andrea Paudice
2025 J jnl
An improved uniform convergence bound with fat-shattering dimension.
Inf. Process. Lett.
Roberto Colomboni, Emmanuel Esposito, Andrea Paudice
2025 J jnl
Revisiting Agnostic Boosting.
CoRR
Arthur da Cunha, Mikael Møller Høgsgaard, Andrea Paudice, Yuxin Sun
2025 A* conf
Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means.
ICML
Mikael Møller Høgsgaard, Andrea Paudice
2025 J jnl
Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means.
CoRR
Mikael Møller Høgsgaard, Andrea Paudice
2024 J jnl
A Theoretical Framework for Zeroth-Order Budget Convex Optimization.
Trans. Mach. Learn. Res.
François Bachoc, Tommaso Cesari, Roberto Colomboni, Andrea Paudice
2024 A conf
General Tail Bounds for Non-Smooth Stochastic Mirror Descent.
AISTATS
Khaled Eldowa, Andrea Paudice
2024 J jnl
High Probability Bounds for Stochastic Subgradient Schemes with Heavy Tailed Noise].
SIAM J. Math. Data Sci.
Daniela Angela Parletta, Andrea Paudice, Massimiliano Pontil, Saverio Salzo
2024 J jnl
Margin-Based Active Learning of Classifiers.
J. Mach. Learn. Res.
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice
2023 J jnl
An Improved Uniform Convergence Bound with Fat-Shattering Dimension.
CoRR
Roberto Colomboni, Emmanuel Esposito, Andrea Paudice
2023 J jnl
General Tail Bounds for Non-Smooth Stochastic Mirror Descent.
CoRR
Khaled Eldowa, Andrea Paudice
2022 J jnl
A Near-Optimal Algorithm for Univariate Zeroth-Order Budget Convex Optimization.
CoRR
François Bachoc, Tommaso Cesari, Roberto Colomboni, Andrea Paudice
2022 A* conf
Active Learning of Classifiers with Label and Seed Queries.
NeurIPS
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice, Maximilian Thiessen
2022 J jnl
Active Learning of Classifiers with Label and Seed Queries.
CoRR
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice, Maximilian Thiessen
2022 J jnl
Multitask Online Mirror Descent.
Trans. Mach. Learn. Res.
Nicolò Cesa-Bianchi, Pierre Laforgue, Andrea Paudice, Massimiliano Pontil
2022 J jnl
Regret Analysis of Dyadic Search.
CoRR
François Bachoc, Tommaso Cesari, Roberto Colomboni, Andrea Paudice
2021 A* conf
Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries.
COLT
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice
2021 J jnl
Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries.
CoRR
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice
2021 J jnl
Multitask Online Mirror Descent.
CoRR
Nicolò Cesa-Bianchi, Pierre Laforgue, Andrea Paudice, Massimiliano Pontil
2021 A* conf
On Margin-Based Cluster Recovery with Oracle Queries.
NeurIPS
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice
2021 J jnl
On Margin-Based Cluster Recovery with Oracle Queries.
CoRR
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice
2021 A* conf
Robust Unsupervised Learning via L-statistic Minimization.
ICML
Andreas Maurer, Daniela Angela Parletta, Andrea Paudice, Massimiliano Pontil
2020 J jnl
A Perturbation Resilient Framework for Unsupervised Learning.
CoRR
Andreas Maurer, Daniela A. Parletta, Andrea Paudice, Massimiliano Pontil
2020 A* conf
Exact Recovery of Mangled Clusters with Same-Cluster Queries.
NeurIPS
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice
2020 J jnl
Exact Recovery of Mangled Clusters with Same-Cluster Queries.
CoRR
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice
2019 A* conf
Correlation Clustering with Adaptive Similarity Queries.
NeurIPS
Marco Bressan, Nicolò Cesa-Bianchi, Andrea Paudice, Fabio Vitale
2019 J jnl
Correlation Clustering with Adaptive Similarity Queries.
CoRR
Marco Bressan, Nicolò Cesa-Bianchi, Andrea Paudice, Fabio Vitale
2019 J jnl
Empirical Analysis and Validation of Security Alerts Filtering Techniques.
IEEE Trans. Dependable Secur. Comput.
Domenico Cotroneo, Andrea Paudice, Antonio Pecchia
2018 J jnl
Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection.
CoRR
Andrea Paudice, Luis Muñoz-González, András György, Emil C. Lupu
2018 J jnl
Determining Resilience Gains From Anomaly Detection for Event Integrity in Wireless Sensor Networks.
ACM Trans. Sens. Networks
Vittorio P. Illiano, Andrea Paudice, Luis Muñoz-González, Emil C. Lupu
2018 — conf
Label Sanitization Against Label Flipping Poisoning Attacks.
Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML
Andrea Paudice, Luis Muñoz-González, Emil C. Lupu
2018 J jnl
Label Sanitization against Label Flipping Poisoning Attacks.
CoRR
Andrea Paudice, Luis Muñoz-González, Emil C. Lupu
2017 J jnl
Efficient Attack Graph Analysis through Approximate Inference.
ACM Trans. Priv. Secur.
Luis Muñoz-González, Daniele Sgandurra, Andrea Paudice, Emil C. Lupu
2017 — conf
Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization.
AISec@CCS
Luis Muñoz-González, Battista Biggio, Ambra Demontis, Andrea Paudice, Vasin Wongrassamee, Emil C. Lupu, Fabio Roli
2017 J jnl
Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization.
CoRR
Luis Muñoz-González, Battista Biggio, Ambra Demontis, Andrea Paudice, Vasin Wongrassamee, Emil C. Lupu, Fabio Roli
2016 J jnl
Automated root cause identification of security alerts: Evaluation in a SaaS Cloud.
Future Gener. Comput. Syst.
Domenico Cotroneo, Andrea Paudice, Antonio Pecchia
2016 J jnl
Efficient Attack Graph Analysis through Approximate Inference.
CoRR
Luis Muñoz-González, Daniele Sgandurra, Andrea Paudice, Emil C. Lupu
2014 — conf
An Experiment with Conceptual Clustering for the Analysis of Security Alerts.
ISSRE Workshops
Andrea Paudice, Santonu Sarkar, Domenico Cotroneo