Manoel, Andre

1. Differentially Private Fine-tuning of Language Models
   2021/10/13 by Yu, Da, Naik, Saurabh, Backurs, Arturs +9 · 39 citations
   #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. TrojanPuzzle: Covertly Poisoning Code-Suggestion Models
   2023/01/06 by Hojjat Aghakhani, Aghakhani, Hojjat, Wei Dai +17 · 17 citations
   Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
3. Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
   2023/09/21 by Xinyu Tang, Richard Shin, Tang, Xinyu +15 · 15 citations
   Computer Science · #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
4. Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning
   2022/04/27 by Yae Jee Cho, Andre Manoel, Cho, Yae Jee +7 · 7 citations
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
5. FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations
   2022/03/25 by Mirian Hipolito Garcia, Andre Manoel, Garcia, Mirian Hipolito +8 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
6. Federated Multilingual Models for Medical Transcript Analysis
   2022/11/04 by Andre Manoel, Mirian Hipolito Garcia, Manoel, Andre +15 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
7. Approximate message-passing for convex optimization with non-separable penalties
   2018/09/17 by Manoel, Andre, Krzakala, Florent, Varoquaux, Gaël +2 · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Synthetic Data Privacy Metrics
   2025/01/07 by Amy Steier, Steier, Amy, Ramaswamy, Lipika +4 · 3 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
9. Controllable Synthetic Clinical Note Generation with Privacy Guarantees
   2024/09/12 by Tal Baumel, Baumel, Tal, Andre Manoel +11 · 1 citation
   Computer Science · Health Professions · #Computation and Language (cs.CL) #Electronic Health Records Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Semantic Web and Ontologies