Sen Yang

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Arizona State University ∙ Georgia Institute of Technology

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Pose Neural Fabrics Search

Neural Architecture Search (NAS) technologies have been successfully per...
09/16/2019 ∙ by Sen Yang, et al. ∙ 1 ∙ share

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On the Linear Speedup Analysis of Communication Efficient Momentum SGD for Distributed Non-Convex Optimization

Recent developments on large-scale distributed machine learning applicat...
05/09/2019 ∙ by Hao Yu, et al. ∙ 0 ∙ share

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Conservative Exploration for Semi-Bandits with Linear Generalization: A Product Selection Problem for Urban Warehouses

The recent rising popularity of ultra-fast delivery services on retail p...
03/19/2019 ∙ by Rong Jin, et al. ∙ 0 ∙ share

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CrowdExpress: A Probabilistic Framework for On-Time Crowdsourced Package Deliveries

Speed and cost of logistics are two major concerns to on-line shoppers, ...
09/08/2018 ∙ by Chao Chen, et al. ∙ 0 ∙ share

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Parallel Restarted SGD for Non-Convex Optimization with Faster Convergence and Less Communication

For large scale non-convex stochastic optimization, parallel mini-batch ...
07/17/2018 ∙ by Hao Yu, et al. ∙ 0 ∙ share

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Learning with Non-Convex Truncated Losses by SGD

Learning with a convex loss function has been a dominating paradigm for...
05/21/2018 ∙ by Yi Xu, et al. ∙ 0 ∙ share

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Better Algorithms for Hybrid Circuit and Packet Switching in Data Centers

Hybrid circuit and packet switching for data center networking (DCN) has...
12/18/2017 ∙ by Liang Liu, et al. ∙ 0 ∙ share

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SERENADE: A Parallel Randomized Algorithm Suite for Crossbar Scheduling in Input-Queued Switches

Most of today's high-speed switches and routers adopt an input-queued cr...
10/19/2017 ∙ by Long Gong, et al. ∙ 0 ∙ share

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Process-oriented Iterative Multiple Alignment for Medical Process Mining

Adapted from biological sequence alignment, trace alignment is a process...
09/16/2017 ∙ by Shuhong Chen, et al. ∙ 0 ∙ share

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Evaluation of Trace Alignment Quality and its Application in Medical Process Mining

Trace alignment algorithms have been used in process mining for discover...
02/16/2017 ∙ by Moliang Zhou, et al. ∙ 0 ∙ share

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Fused Multiple Graphical Lasso

In this paper, we consider the problem of estimating multiple graphical ...
09/10/2012 ∙ by Sen Yang, et al. ∙ 0 ∙ share

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