Prashant Khanduri
- A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum
2021/02/15 by Prashant Khanduri, Khanduri, Prashant, Siliang Zeng +9 · 13 citations
Computer Science · Engineering · Medicine · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Pancreatic and Hepatic Oncology Research
- Not All Tokens Are Meant to Be Forgotten
2025/06/03 by Xiangyu Zhou, Zhou, Xiangyu, Yao Qiang +9 · 3 voices · 2 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Big Data and Digital Economy
- An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine Learning
2023/08/01 by Yihua Zhang, Prashant Khanduri, Zhang, Yihua +9 · 10 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
2021/06/19 by Prashant Khanduri, Pranay Sharma, Khanduri, Prashant +11 · 5 citations
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques
- Byzantine-Robust Decentralized Federated Learning
2024/06/14 by Minghong Fang, Zifan Zhang, Fang, Minghong +11 · 8 citations
Computer Science · #Cryptography and Security (cs.CR) #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation
2023/11/19 by Rafi Ibn Sultan, Sultan, Rafi Ibn, Chengyin Li +9 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Automated Road and Building Extraction #Video Surveillance and Tracking Methods
- INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks
2022/07/27 by Zhuqing Liu, Xin Zhang, Liu, Zhuqing +7 · 1 citation
Computer Science · Medicine · Neuroscience · #Cerebrospinal fluid and hydrocephalus #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Spinal Dysraphism and Malformations
- Understanding Server-Assisted Federated Learning in the Presence of Incomplete Client Participation
2024/05/04 by Hai‐Bo Yang, Peiwen Qiu, Yang, Haibo +7 · 1 citation
Computer Science · Social Sciences · #Access Control and Trust #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)