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08/15/2023
SST: A Simplified Swin Transformer-based Model for Taxi Destination Prediction based on Existing Trajectory
Accurately predicting the destination of taxi trajectories can have vari...
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05/02/2023
Statistical inference for counting processes under shape heterogeneity
Proportional rate models are among the most popular methods for analyzin...
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12/12/2022
Hybrid Censored Quantile Regression Forest to Assess the Heterogeneous Effects
In many applications, heterogeneous treatment effects on a censored resp...
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11/11/2022
Remapped Cache Layout: Thwarting Cache-Based Side-Channel Attacks with a Hardware Defense
As cache-based side-channel attacks become serious security problems, va...
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03/28/2022
Who is next: rising star prediction via diffusion of user interest in social networks
Finding items with potential to increase sales is of great importance in...
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11/14/2020
Dynamic Risk Prediction Using Survival Tree Ensembles with Application to Cystic Fibrosis
With the availability of massive amounts of data from electronic health ...
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09/18/2020
SISTA: learning optimal transport costs under sparsity constraints
In this paper, we describe a novel iterative procedure called SISTA to l...
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04/25/2020
Recurrent Events Analysis With Data Collected at Informative Clinical Visits in Electronic Health Records
Although increasingly used as a data resource for assembling cohorts, el...
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09/15/2018
ROC-Guided Survival Trees and Forests
Tree-based methods are popular nonparametric tools in studying time-to-e...
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10/24/2017