Badih Ghazi

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1354 citations
   #cs.CL #cs.AI
2. Advances and Open Problems in Federated Learning
   2020/12/02 by Peter Kairouz, H. Brendan McMahan, Brendan Avent +56 · 191 citations
   Computer Science · #Cryptography and Data Security #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
3. On Memorization of Large Language Models in Logical Reasoning
   2024/10/30 by Chulin Xie, Xie, Chulin, Yangsibo Huang +15 · 27 citations
   Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
4. Deep Learning with Label Differential Privacy
   2021/02/11 by Badih Ghazi, Ghazi, Badih, Noah Golowich +7 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
5. Differentially Private Clustering: Tight Approximation Ratios
   2020/08/18 by Badih Ghazi, Ravi Kumar, Ghazi, Badih +3 · 5 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
6. Scalable and Differentially Private Distributed Aggregation in the Shuffled Model
   2019/06/19 by Badih Ghazi, Rasmus Pagh, Ghazi, Badih +3 · 7 citations
   Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
7. Scaling Laws for Differentially Private Language Models
   2025/01/31 by Ryan M. McKenna, Ryan McKenna, Yangsibo Huang +23 · 2 voices · 5 citations
   Computer Science · #cs.LG #cs.CR
8. Faster Privacy Accounting via Evolving Discretization
   2022/07/10 by Badih Ghazi, Pritish Kamath, Ghazi, Badih +5 · 2 citations
   Computer Science · #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
9. Scaling Embedding Layers in Language Models
   2025/02/03 by Dahua Yu, Yu, Da, Edith Cohen +13 · 5 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
10. Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models
    2024/06/23 by Lynn Chua, Chua, Lynn, Badih Ghazi +15 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
11. Scalable DP-SGD: Shuffling vs. Poisson Subsampling
    2024/11/06 by Lynn Chua, Badih Ghazi, Chua, Lynn +11 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
12. Recursive Sketches for Modular Deep Learning
    2019/05/29 by Badih Ghazi, Ghazi, Badih, Rina Panigrahy‎ +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
13. How Private are DP-SGD Implementations?
    2024/03/26 by Lynn Chua, Chua, Lynn, Badih Ghazi +11 · 2 citations
    Medicine · #Biomedical Ethics and Regulation #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. On Avoiding the Union Bound When Answering Multiple Differentially Private Queries
    2020/12/16 by Badih Ghazi, Ghazi, Badih, Ravi Kumar +3 · 1 citation
    Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
15. Private Rank Aggregation in Central and Local Models
    2021/12/29 by Daniel Alabi, Badih Ghazi, Alabi, Daniel +5 · 1 citation
    Computer Science · Economics, Econometrics and Finance · #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #Economic and Environmental Valuation #FOS: Computer and information sciences #Game Theory and Voting Systems #Privacy-Preserving Technologies in Data
16. Differentially Private All-Pairs Shortest Path Distances: Improved Algorithms and Lower Bounds
    2022/03/30 by Badih Ghazi, Ravi Kumar, Ghazi, Badih +5 · 1 citation
    Computer Science · #Cryptography and Data Security #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data
17. Private Ad Modeling with DP-SGD
    2022/11/21 by Carson Denison, Badih Ghazi, Denison, Carson +15 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
18. On Differentially Private Sampling from Gaussian and Product Distributions
    2023/06/21 by Badih Ghazi, Ghazi, Badih, Xiao Hu +5 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Cryptography and Data Security
19. Ticketed Learning-Unlearning Schemes
    2023/06/27 by Badih Ghazi, Pritish Kamath, Ghazi, Badih +9 · 1 citation
    Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
20. Optimal Unbiased Randomizers for Regression with Label Differential Privacy
    2023/12/09 by Ashwinkumar Badanidiyuru, Badih Ghazi, Badanidiyuru, Ashwinkumar +13 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Privacy-Preserving Technologies in Data
21. Sparsity-Preserving Differentially Private Training of Large Embedding Models
    2023/11/14 by Badih Ghazi, Ghazi, Badih, Yangsibo Huang +11 · 1 citation
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection
22. Training Differentially Private Ad Prediction Models with Semi-Sensitive Features
    2024/01/26 by Lynn Chua, Qiliang Cui, Chua, Lynn +21 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
23. Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuning
    2024/06/20 by Lynn Chua, Chua, Lynn, Badih Ghazi +14 · 1 citation
    Computer Science · Social Sciences · #Access Control and Trust #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
24. Unlearn and Burn: Adversarial Machine Unlearning Requests Destroy Model Accuracy
    2024/10/12 by Yangsibo Huang, Daogao Liu, Huang, Yangsibo +17 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fault Detection and Control Systems