Kshitiz Malik
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Parallel Computing and Optimization Techniques, Distributed systems and fault tolerance, Topic Modeling, Natural Language Processing Techniques
Most-Cited Works
- → Active Federated Learning(2019)83 cited
- → Federated User Representation Learning(2019)37 cited
- → Federated Learning with Buffered Asynchronous Aggregation(2021)37 cited
- → Papaya: Practical, Private, and Scalable Federated Learning(2021)29 cited
- → Federated Learning with Partial Model Personalization(2022)26 cited
- → Effective Long-Context Scaling of Foundation Models(2024)21 cited
- → Exploiting Postdominance for Speculative Parallelization(2007)20 cited
- → FedSynth: Gradient Compression via Synthetic Data in Federated Learning(2022)18 cited
- → Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning(2022)13 cited
- → PaCo: Probability-based path confidence prediction(2008)9 cited