Anvith Thudi
- Unrolling SGD: Understanding Factors Influencing Machine Unlearning
2021/09/27 by Anvith Thudi, Gabriel Deza, Thudi, Anvith +5 · 54 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD
2023/07/01 by Anvith Thudi, Hengrui Jia, Thudi, Anvith +7 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques