Andrea Paudice

According to our database, Andrea Paudice authored at least 22 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

An improved uniform convergence bound with fat-shattering dimension.

Roberto Colomboni, Emmanuel Esposito, Andrea Paudice

Inf. Process. Lett., 2025

2024

High Probability Bounds for Stochastic Subgradient Schemes with Heavy Tailed Noise].

Daniela Angela Parletta, Andrea Paudice, Massimiliano Pontil, Saverio Salzo

SIAM J. Math. Data Sci., 2024

Margin-Based Active Learning of Classifiers.

Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice

J. Mach. Learn. Res., 2024

General Tail Bounds for Non-Smooth Stochastic Mirror Descent.

Khaled Eldowa, Andrea Paudice

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Multitask Online Mirror Descent.

Nicolò Cesa-Bianchi, Pierre Laforgue, Andrea Paudice, Massimiliano Pontil

Trans. Mach. Learn. Res., 2022

Regret Analysis of Dyadic Search.

François Bachoc, Tommaso Cesari, Roberto Colomboni, Andrea Paudice

CoRR, 2022

A Near-Optimal Algorithm for Univariate Zeroth-Order Budget Convex Optimization.

François Bachoc, Tommaso Cesari, Roberto Colomboni, Andrea Paudice

CoRR, 2022

Active Learning of Classifiers with Label and Seed Queries.

Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice, Maximilian Thiessen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

On Margin-Based Cluster Recovery with Oracle Queries.

Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Robust Unsupervised Learning via L-statistic Minimization.

Andreas Maurer, Daniela Angela Parletta, Andrea Paudice, Massimiliano Pontil

Proceedings of the 38th International Conference on Machine Learning, 2021

Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries.

Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice

Proceedings of the Conference on Learning Theory, 2021

2020

A Perturbation Resilient Framework for Unsupervised Learning.

Andreas Maurer, Daniela A. Parletta, Andrea Paudice, Massimiliano Pontil

CoRR, 2020

Exact Recovery of Mangled Clusters with Same-Cluster Queries.

Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Empirical Analysis and Validation of Security Alerts Filtering Techniques.

Domenico Cotroneo, Andrea Paudice, Antonio Pecchia

IEEE Trans. Dependable Secur. Comput., 2019

Correlation Clustering with Adaptive Similarity Queries.

Marco Bressan, Nicolò Cesa-Bianchi, Andrea Paudice, Fabio Vitale

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Determining Resilience Gains From Anomaly Detection for Event Integrity in Wireless Sensor Networks.

Vittorio P. Illiano, Andrea Paudice, Luis Muñoz-González, Emil C. Lupu

ACM Trans. Sens. Networks, 2018

Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection.

Andrea Paudice, Luis Muñoz-González, András György, Emil C. Lupu

CoRR, 2018

Label Sanitization Against Label Flipping Poisoning Attacks.

Andrea Paudice, Luis Muñoz-González, Emil C. Lupu

Proceedings of the ECML PKDD 2018 Workshops, 2018

2017

Efficient Attack Graph Analysis through Approximate Inference.

Luis Muñoz-González, Daniele Sgandurra, Andrea Paudice, Emil C. Lupu

ACM Trans. Priv. Secur., 2017

Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization.

Luis Muñoz-González, Battista Biggio, Ambra Demontis, Andrea Paudice, Vasin Wongrassamee, Emil C. Lupu, Fabio Roli

Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security, 2017

2016

Automated root cause identification of security alerts: Evaluation in a SaaS Cloud.

Domenico Cotroneo, Andrea Paudice, Antonio Pecchia

Future Gener. Comput. Syst., 2016

2014

An Experiment with Conceptual Clustering for the Analysis of Security Alerts.

Andrea Paudice, Santonu Sarkar, Domenico Cotroneo

Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering Workshops, 2014