Lu, Fred

1. A General Framework for Auditing Differentially Private Machine Learning
   2022/10/16 by Fred Lu, Lu, Fred, Joseph Muñoz +13 · 4 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
2. Out of Distribution Data Detection Using Dropout Bayesian Neural Networks
   2022/02/18 by Nguyen, Andre T., Lu, Fred, Munoz, Gary Lopez +3 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Sub-national levels and trends in contraceptive prevalence, unmet need,\n and demand for family planning in Nigeria with survey uncertainty
   2018/11/30 by Laina D. Mercer, Mercer, Laina D., Fred Lu +3 · 1 citation
   Health Professions · Medicine · Social Sciences · #Applications (stat.AP) #FOS: Computer and information sciences #Gender, Labor, and Family Dynamics #Global Health Care Issues #Global Maternal and Child Health
4. Deep neural networks with controlled variable selection for the identification of putative causal genetic variants
   2021/09/29 by Peyman Hosseinzadeh Kassani, Kassani, Peyman H., Fred Lu +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Gene expression and cancer classification #Machine Learning in Bioinformatics #Genetic Associations and Epidemiology
5. Exploring the Sharpened Cosine Similarity
   2023/07/25 by Wu, Skyler, Lu, Fred, Raff, Edward +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling
   2024/10/31 by Skyler Wu, Fred Lu, Wu, Skyler +5 · 1 citation
   Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing