Andrea Paudice

1. Towards Poisoning of Deep Learning Algorithms with Back-gradient\n Optimization
   2017/08/29 by Luis Muñoz-González, Muñoz-González, Luis, Battista Biggio +11 · 14 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection
   2018/02/08 by Andrea Paudice, Luis Muñoz-González, Paudice, Andrea +5 · 14 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection
3. Correlation Clustering with Adaptive Similarity Queries
   2019/05/28 by Marco Bressan, Nicolò Cesa‐Bianchi, Bressan, Marco +5 · 2 citations
   Computer Science · #Advanced Clustering Algorithms Research #Stochastic Gradient Optimization Techniques #Machine Learning and Algorithms
4. An Improved Uniform Convergence Bound with Fat-Shattering Dimension
   2023/07/13 by Roberto Colomboni, Colomboni, Roberto, Emmanuel Esposito +3 · 2 citations
   Computer Science · #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Numerical Methods and Algorithms
5. Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries
   2021/01/31 by Marco Bressan, Nicolò Cesa‐Bianchi, Bressan, Marco +5 · 1 citation
   Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Rough Sets and Fuzzy Logic
6. General Tail Bounds for Non-Smooth Stochastic Mirror Descent
   2023/12/12 by Khaled Eldowa, Eldowa, Khaled, Andrea Paudice +1 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Risk and Portfolio Optimization #Stochastic processes and financial applications #Markov Chains and Monte Carlo Methods
7. An Improved Analysis of the Clipped Stochastic subGradient Method under Heavy-Tailed Noise
   2024/10/01 by Daniela A. Parletta, Andrea Paudice, Parletta, Daniela Angela +3 · 1 citation
   Mathematics · #FOS: Mathematics #Optimization and Control (math.OC) #Statistical and numerical algorithms
8. Sharp Dimension Dependence for the Last Iterate of the SubGradient Method
   2026/07/17 by Guglielmo Beretta, Tommaso Cesari, Roberto Colomboni +1
   #math.OC