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07/20/2022
Solving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach
This paper investigates a critical resource allocation problem in the fi...
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11/21/2021
Isomer: Transfer enhanced Dual-Channel Heterogeneous Dependency Attention Network for Aspect-based Sentiment Classification
Aspect-based sentiment classification aims to predict the sentiment pola...
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07/01/2017
On Scalable Inference with Stochastic Gradient Descent
In many applications involving large dataset or online updating, stochas...
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01/18/2016
Sparse Convex Clustering
Convex clustering, a convex relaxation of k-means clustering and hierarc...
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01/30/2013
A note on selection stability: combining stability and prediction
Recently, many regularized procedures have been proposed for variable se...
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08/16/2012