Divyansh Jhunjhunwala
- FedExP: Speeding Up Federated Averaging via Extrapolation
2023/01/23 by Divyansh Jhunjhunwala, Jhunjhunwala, Divyansh, Shiqiang Wang +3 · 9 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- FedVARP: Tackling the Variance Due to Partial Client Participation in Federated Learning
2022/07/28 by Divyansh Jhunjhunwala, Pranay Sharma, Jhunjhunwala, Divyansh +5 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation
2021/10/14 by Divyansh Jhunjhunwala, Jhunjhunwala, Divyansh, Ankur Mallick +7 · 1 citation
Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
- Maximizing Global Model Appeal in Federated Learning
2022/05/30 by Yae Jee Cho, Divyansh Jhunjhunwala, Cho, Yae Jee +7 · 1 citation
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data