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1. Riemannian Federated Learning via Averaging Gradient Streams
   2024/09/11 by Zhenwei Huang, Wen Huang, Huang, Zhenwei +5 · 1 citation
   Computer Science · #68W15 #90C30 #90C48 #Advanced Statistical Modeling Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. Federated Learning on Riemannian Manifolds with Differential Privacy
   2024/04/15 by Zhenwei Huang, Huang, Zhenwei, Wen Huang +5 · 1 citation
   Computer Science · Mathematics · #68P27 #68W15 #90C30 #90C48 #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #advanced mathematical theories
3. Parallelization Strategies for the Randomized Kaczmarz Algorithm on Large-Scale Dense Systems
   2024/01/30 by Inês Ferreira, Juan A. Acebrón, Ferreira, Inês +3 · 1 citation
   Computer Science · #15A06 #15A52 #65F10 #65F20 #65Y05 #68W10 #68W15 #68W20 #Complexity and Algorithms in Graphs #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Search Problems #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
4. Asynchronous Federated Learning with Bidirectional Quantized Communications and Buffered Aggregation
   2023/08/01 by Tomás Ortega del Rincón, Hamid Jafarkhani, Ortega, Tomas +1 · 2 citations
   Computer Science · #68W10 #68W15 #68W40 #90C06 #90C26 #90C35 #Cooperative Communication and Network Coding #E.4 #F.2.1 #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #G.1.6 #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
5. Scaff-PD: Communication Efficient Fair and Robust Federated Learning
   2023/07/25 by Yu, Yaodong, Karimireddy, Sai Praneeth, Ma, Yi +1 · 1 citation
   #68W15 #68W40 #90C06 #90C25 #Distributed #E.4 #F.2.1 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
6. A Domain Decomposition-Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems
   2023/02/13 by Klawonn, Axel, Lanser, Martin, Weber, Janine · 1 citation
   #65N55 #68T07 #68W10 #68W15 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG)
7. Multi-Agent Distributed and Decentralized Geometric Task Allocation
   2022/10/11 by Amir, Michael, Koifman, Yigal, Bloch, Yakov +2 · 1 citation
   #68W15 #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Multiagent Systems (cs.MA)
8. Simple, strict, proper, happy: A study of reachability in temporal graphs
   2022/08/02 by Casteigts, Arnaud, Corsini, Timothée, Sarkar, Writika · 2 citations
   #68R10 #68W15 #C.2.4 #Discrete Mathematics (cs.DM) #Distributed #FOS: Computer and information sciences #G.2.2 #Parallel #and Cluster Computing (cs.DC)
9. Distributed Computations in Fully-Defective Networks
   2022/05/23 by Keren Censor-Hillel, Censor-Hillel, Keren, Shir Cohen +5 · 2 citations
   Computer Science · #68M15 #68W15 #Complexity and Algorithms in Graphs #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Interconnection Networks and Systems #Parallel #and Cluster Computing (cs.DC)
10. Distributed stochastic inertial-accelerated methods with delayed derivatives for nonconvex problems
    2021/07/24 by Xu, Yangyang, Xu, Yibo, Yan, Yonggui +1 · 1 citation
    #65K05 #65Y05 #68W15 #90C15 #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
11. Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning
    2020/08/08 by Karimireddy, Sai Praneeth, Jaggi, Martin, Kale, Satyen +4 · 7 citations
    #68W15 #68W40 #90C06 #90C25 #Distributed #E.4 #F.2.1 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
12. JAMPI: efficient matrix multiplication in Spark using Barrier Execution Mode
    2020/06/27 by Foldi, Tamas, von Csefalvay, Chris, Perez, Nicolas A. · 1 citation
    #68W15 #Data Structures and Algorithms (cs.DS) #Distributed #F.2.1 #FOS: Computer and information sciences #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
13. A Unified Theory of Decentralized SGD with Changing Topology and Local Updates
    2020/03/23 by Anastasia Koloskova, Koloskova, Anastasia, Nicolas Loizou +7 · 34 citations
    Computer Science · #68W10 #68W15 #68W40 #90C06 #90C35 #Cooperative Communication and Network Coding #Distributed #Distributed Control Multi-Agent Systems #F.2.1 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
14. Combining GHOST and Casper
    2020/03/06 by Buterin, Vitalik, Hernandez, Diego, Kamphefner, Thor +6 · 8 citations
    #68W15 #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
15. Low-Congestion Shortcut and Graph Parameters
    2019/08/26 by Kitamura, Naoki, Kitagawa, Hirotaka, Otachi, Yota +1 · 1 citation
    #68W15 #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
16. Decentralized Deep Learning with Arbitrary Communication Compression
    2019/07/22 by Koloskova, Anastasia, Lin, Tao, Stich, Sebastian U. +1 · 6 citations
    #68W10 #68W15 #68W40 #90C06 #90C25 #90C35 #Data Structures and Algorithms (cs.DS) #Distributed #E.4 #F.2.1 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
17. Qualitative graph limit theory. Cantor Dynamical Systems and Constant-Time Distributed Algorithms
    2018/12/18 by Gábor Elek, Elek, Gábor · 1 citation
    Computer Science · Mathematics · #37B05 #68W15 #Advanced Graph Theory Research #Combinatorics (math.CO) #Distributed #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Graph theory and applications #Limits and Structures in Graph Theory #Parallel #and Cluster Computing (cs.DC)
18. Sparsified SGD with Memory
    2018/09/20 by Sebastian U. Stich, Stich, Sebastian U., Jean-Baptiste Cordonnier +3 · 46 citations
    Computer Science · Engineering · #68W15 #68W40 #90C06 #90C25 #Data Structures and Algorithms (cs.DS) #Distributed #Distributed Sensor Networks and Detection Algorithms #E.4 #F.2.1 #FOS: Computer and information sciences #G.1.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
19. Polynomial Counting in Anonymous Dynamic Networks with Applications to Anonymous Dynamic Algebraic Computations
    2017/07/13 by Kowalski, Dariusz R., Mosteiro, Miguel A. · 1 citation
    #68W15 #68W40 #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
20. Distributed Statistical Estimation and Rates of Convergence in Normal\n Approximation
    2017/04/09 by Stanislav Minsker, Nate Strawn, Minsker, Stanislav +1 · 5 citations
    Computer Science · Decision Sciences · Mathematics · #62G35 #68W15 #Advanced Bandit Algorithms Research #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Parallel #Statistical Methods and Inference #Statistics Theory (math.ST) #and Cluster Computing (cs.DC)
21. New cardinality estimation algorithms for HyperLogLog sketches
    2017/02/04 by Otmar Ertl, Ertl, Otmar · 1 citation
    Computer Science · #62-07 #68W15 #68W25 #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #E.1 #FOS: Computer and information sciences #H.2.8 #I.1.2 #Image Retrieval and Classification Techniques
22. Distributed coordination for nonsmooth convex optimization via\n saddle-point dynamics
    2016/06/29 by Simon K. Niederländer, Jorge Cortés, Niederländer, Simon K. +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #34A60 #34D23 #49J52 #68W15 #90C25 #90C35 #Distributed Control Multi-Agent Systems #FOS: Mathematics #Gene Regulatory Network Analysis #Neural Networks Stability and Synchronization #Optimization and Control (math.OC) #Optimization and Variational Analysis
23. Information-Theoretic Lower Bounds on the Storage Cost of Shared Memory\n Emulation
    2016/05/22 by Viveck R. Cadambe, Cadambe, Viveck R., Zhiying Wang +3 · 1 citation
    Computer Science · #68P30 #68W15 #Advanced Data Storage Technologies #C.2.4 #Caching and Content Delivery #D.4.2 #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Information Theory (cs.IT) #Optimization and Search Problems #Parallel #and Cluster Computing (cs.DC)
24. Communication-Efficient Distributed Dual Coordinate Ascent
    2014/09/04 by Jaggi, Martin, Smith, Virginia, Takáč, Martin +4 · 1 citation
    #68W15 #90C25 #C.1.4 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
25. DEX: Self-healing Expanders
    2012/06/07 by Gopal Pandurangan, Peter Robinson, Pandurangan, Gopal +3 · 1 citation
    Computer Science · #68W15 #Advanced Data Storage Technologies #C.2.4 #Caching and Content Delivery #Data Structures and Algorithms (cs.DS) #Distributed #E.1 #FOS: Computer and information sciences #G.2.2 #Parallel #Peer-to-Peer Network Technologies #and Cluster Computing (cs.DC)
26. Coordination and geometric optimization via distributed dynamical systems
    2003/05/29 by Jorge Cortes, Cortes, Jorge, Francesco Bullo +1 · 1 citation
    Mathematics · #05B40 #37N35 #49J52 #68W15 #93D20 #Dynamical Systems (math.DS) #FOS: Mathematics #Optimization and Control (math.OC) #math.DS #math.OC #msc:05B40 #msc:37N35 #msc:49J52 #msc:68W15 #msc:93D20