Rudrajit Das

1. Towards Quantifying the Preconditioning Effect of Adam
   2024/02/11 by Rudrajit Das, Naman Agarwal, Das, Rudrajit +5 · 2 citations
   Materials Science · #FOS: Computer and information sciences #FOS: Mathematics #High voltage insulation and dielectric phenomena #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
2. On the Convergence of Differentially Private Federated Learning on Non-Lipschitz Objectives, and with Normalized Client Updates
   2021/06/13 by Rudrajit Das, Das, Rudrajit, Abolfazl Hashemi +5 · 1 citation
   Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC) #electronic engineering #information engineering
3. Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting
   2025/02/05 by Sunny Sanyal, Sanyal, Sunny, Hayden Prairie +7 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning
4. Understanding Self-Distillation in the Presence of Label Noise
   2023/01/30 by Rudrajit Das, Sujay Sanghavi, Das, Rudrajit +1 · 1 citation
   Computer Science · #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications #Neural Networks and Applications
5. Understanding the Training Speedup from Sampling with Approximate Losses
   2024/02/10 by Rudrajit Das, Das, Rudrajit, Xi Chen +7 · 1 citation
   Computer Science · Engineering · #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms