Pramod K. Varshney

1. STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
   2021/06/19 by Prashant Khanduri, Khanduri, Prashant, Pranay Sharma +11 · 5 citations
   Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques
2. Federated Minimax Optimization: Improved Convergence Analyses and Algorithms
   2022/03/09 by Pranay Sharma, Sharma, Pranay, Rohan Panda +5 · 4 citations
   Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Anomaly Detection via Learning-Based Sequential Controlled Sensing
   2023/11/30 by Geethu Joseph, Chen Zhong, Joseph, Geethu +7 · 2 citations
   Computer Science · Decision Sciences · #Distributed Sensor Networks and Detection Algorithms #Advanced Statistical Process Monitoring #Auction Theory and Applications
4. Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems
   2018/02/02 by Ao Ren, Ren, Ao, Sijia Liu +9 · 1 citation
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning and ELM #Neuroscience and Neural Engineering
5. Anomalous Example Detection in Deep Learning: A Survey
   2020/03/16 by Saikiran Bulusu, Bhavya Kailkhura, Bulusu, Saikiran +7 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Distributed Quantized Detection of Sparse Signals Under Byzantine Attacks
   2023/04/27 by Quan Chen, Quan, Chen, Yunghsiang S. Han +5 · 1 citation
   Computer Science · Medicine · #Data-Driven Disease Surveillance #Distributed Sensor Networks and Detection Algorithms #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering