Reddi, Sashank

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1393 citations
   #cs.CL #cs.AI
2. Adaptive Federated Optimization
   2020/02/29 by Reddi, Sashank, Charles, Zachary, Zaheer, Manzil +5 · 85 citations
   #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
3. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes
   2019/04/01 by Yang You, Jing Li, You, Yang +17 · 53 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
4. Learning to Learn by Zeroth-Order Oracle
   2019/10/21 by Yangjun Ruan, Ruan, Yangjun, Yuanhao Xiong +7 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
5. Structured Preconditioners in Adaptive Optimization: A Unified Analysis
   2025/03/13 by S. Xie, Xie, Shuo, Sashank J. Reddi +6 · 10 citations
   Computer Science · Decision Sciences · Mathematics · #Stochastic Gradient Optimization Techniques #Advanced Bandit Algorithms Research #Tensor decomposition and applications
6. FedLite: A Scalable Approach for Federated Learning on Resource-constrained Clients
   2022/01/28 by Jianyu Wang, Hang Qi, Wang, Jianyu +11 · 1 citation
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security
7. The Inductive Bias of Flatness Regularization for Deep Matrix Factorization
   2023/06/22 by Gatmiry, Khashayar, Li, Zhiyuan, Chuang, Ching-Yao +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Efficient Stagewise Pretraining via Progressive Subnetworks
   2024/02/08 by Panigrahi, Abhishek, Saunshi, Nikunj, Lyu, Kaifeng +4 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)