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41

Stochastic Optimization From Distributed Streaming Data in Rate-Limited Networks
Nokleby, M. ; Bajwa, W.U.
IEEE Transactions on Signal and Information Processing over Networks IEEE Trans. on Signal and Inf. Process. over Networks Signal and Information Processing over Networks, IEEE Transactions on. 5(1):152-167 Mar, 2019

*Academic Journal*
43

On the Parallelization Upper Bound for Asynchronous Stochastic Gradients Descent in Non-convex Optimization.
Wang, Lifu ; Shen, Bo
Journal of Optimization Theory & Applications. Mar2023, Vol. 196 Issue 3, p900-935. 36p.

ASYNCHRONOUS learning DISTRIBUTED algorithms DEEP learning PARALLEL algorithms ALGORITHMS MATHEMATICAL optimizatio...
*Academic Journal*
44

Asynchronous Distributed Optimization with Stochastic Delays
Glasgow, Margalit ; Wootters, Mary

Computer Science - Machi... Computer Science - Distr... Statistics - Machine Lea...
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45

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46

Communication-Efficient Adam-Type Algorithms for Distributed Data Mining
Xian, Wenhan ; Huang, Feihu ; Huang, Heng

Computer Science - Machi... Computer Science - Distr...
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47

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48
49

Optimization Algorithms over Distributed Systems
Moradian, Hossein ; Kia, Solmaz SK1 ; Moradian, Hossein ; et al.

*Electronic Resource*
50

Optimization Algorithms over Distributed Systems
Kia, Solmaz SK ; Moradian, Hossein ; Kia, Solmaz SK ; et al.

*Electronic Resource*
51

Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent
Lian, Xiangru ; Zhang, Ce ; Zhang, Huan ; et al.

Mathematics - Optimizati... Computer Science - Distr... Computer Science - Learn... Statistics - Machine Lea...
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52

Distributed Gradient Descent Algorithm Robust to an Arbitrary Number of Byzantine Attackers
Cao, X. ; Lai, L.
IEEE Transactions on Signal Processing IEEE Trans. Signal Process. Signal Processing, IEEE Transactions on. 67(22):5850-5864 Nov, 2019

*Academic Journal*
54

Parallel Algorithms for Structured Sparse Support Vector Machines: Application in Music Genre Classification
Liang, Rongmei ; Liu, Zizheng ; Wu, Xiaofei ; et al.

Machine Learning Applications Computation
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55

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56

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57

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58

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59

Communication-Aware Local Search for Distributed Constraint Optimization.
Rachmut, Ben ; Zivan, Roie ; Yeoh, William
Journal of Artificial Intelligence Research. 2022, Vol. 75, p637-675. 39p.

Constraint satisfaction Machine learning Algorithms Heuristic algorithms Mathematics
*Academic Journal*
60

AsGrad: A Sharp Unified Analysis of Asynchronous-SGD Algorithms
Islamov, Rustem ; Safaryan, Mher ; Alistarh, Dan

Computer Science - Machi... Computer Science - Artif... Mathematics - Optimizati... Statistics - Machine Lea...
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