Vietri, Giuseppe

1. Iterative Methods for Private Synthetic Data: Unifying Framework and New\n Methods
   2021/06/14 by Terrance Liu, Giuseppe Vietri, Liu, Terrance +4 · 6 citations
   Computer Science · #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. Leveraging Public Data for Practical Private Query Release
   2021/02/17 by Terrance Liu, Giuseppe Vietri, Liu, Terrance +7 · 5 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Internet Traffic Analysis and Secure E-voting
3. New Oracle-Efficient Algorithms for Private Synthetic Data Release
   2020/07/10 by Vietri, Giuseppe, Tian, Grace, Bun, Mark +2 · 3 citations
   #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Generating Private Synthetic Data with Genetic Algorithms
   2023/06/05 by Liu, Terrance, Tang, Jingwu, Vietri, Giuseppe +1 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
5. Private Synthetic Data for Multitask Learning and Marginal Queries
   2022/09/15 by Vietri, Giuseppe, Archambeau, Cedric, Aydore, Sergul +6 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation
   2024/10/04 by Tobias Leemann, Leemann, Tobias, Petridis, Periklis +8 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling