Deepak Ravikumar

1. Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature
   2024/07/03 by Deepak Ravikumar, Efstathia Soufleri, Ravikumar, Deepak +3 · 2 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Adversarial Robustness in Machine Learning
2. Homogenizing Non-IID datasets via In-Distribution Knowledge Distillation for Decentralized Learning
   2023/04/09 by Deepak Ravikumar, Ravikumar, Deepak, Gobinda Saha +5 · 1 citation
   Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)