Patterson, Stacy
- Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
2022/06/16 by Timothy Castiglia, Anirban Das, Castiglia, Timothy +5 · 5 citations
Computer Science · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Maximizing the Number of Spanning Trees in a Connected Graph
2018/04/09 by Li, Huan, Patterson, Stacy, Yi, Yuhao +1 · 2 citations
#Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Flexible Vertical Federated Learning with Heterogeneous Parties
2022/08/26 by Castiglia, Timothy, Wang, Shiqiang, Patterson, Stacy · 3 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Shifting Opinions in a Social Network Through Leader Selection
2019/10/28 by Yi, Yuhao, Castiglia, Timothy, Patterson, Stacy · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Social and Information Networks (cs.SI) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Biharmonic Distance and the Performance of Second-Order Consensus Networks with Stochastic Disturbances
2017/09/08 by Yuhao Yi, Bingjia Yang, Yi, Yuhao +5 · 2 citations
Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Distributed Control Multi-Agent Systems #FOS: Mathematics #Nonlinear Dynamics and Pattern Formation #Optimization and Control (math.OC)
- Optimal k-Leader Selection for Coherence and Convergence Rate in One-Dimensional Networks
2016/04/24 by Patterson, Stacy, McGlohon, Neil, Dyagilev, Kirill · 1 citation
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Compressed Sensing for Tactile Skins
2016/03/04 by Hollis, Brayden, Patterson, Stacy, Trinkle, Jeff · 1 citation
#FOS: Computer and information sciences #Robotics (cs.RO)
- Compressed Sensing for Scalable Robotic Tactile Skins
2017/05/12 by Brayden Hollis, Hollis, Brayden, Stacy Patterson +3 · 1 citation
Engineering · Neuroscience · #Advanced Sensor and Energy Harvesting Materials #FOS: Computer and information sciences #Neural dynamics and brain function #Neuroscience and Neural Engineering #Robotics (cs.RO)
- Maximizing Diversity of Opinion in Social Networks
2018/11/08 by Mackin, Erika, Patterson, Stacy · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Social and Information Networks (cs.SI) #Systems and Control (eess.SY) #electronic engineering #information engineering
- A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks
2020/04/13 by Castiglia, Timothy, Goldberg, Colin, Patterson, Stacy · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
2023/05/03 by Castiglia, Timothy, Zhou, Yi, Wang, Shiqiang +3 · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models
2025/01/23 by Tran, Linh, Sun, Wei, Patterson, Stacy +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- PBM-VFL: Vertical Federated Learning with Feature and Sample Privacy
2025/01/23 by Linh Tran, Tran, Linh, Timothy Castiglia +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data