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06/12/2023
On the Temporal-spatial Analysis of Estimating Urban Traffic Patterns Via GPS Trace Data of Car-hailing Vehicles
Car-hailing services have become a prominent data source for urban traff...
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05/11/2023
An Adaptive Ensemble Framework for Addressing Concept Drift in IoT Data Streams
In the modern era of digital transformation, the evolution of the fifth-...
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12/19/2022
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks
Generative models have been widely applied to solve extractive tasks, wh...
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12/17/2022
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations
There has been great progress in unifying various table-to-text tasks us...
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05/23/2022
Semiparametric Efficient Dimension Reduction in multivariate regression with an Inner Envelope
Recently, Su and Cook proposed a dimension reduction technique called th...
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03/24/2021
Mixed Effects Envelope Models
When multiple measures are collected repeatedly over time, redundancy ty...
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03/24/2021
Envelope Methods with Ignorable Missing Data
Envelope method was recently proposed as a method to reduce the dimensio...
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01/02/2021
Envelopes for multivariate linear regression with linearly constrained coefficients
A constrained multivariate linear model is a multivariate linear model w...
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02/16/2020
Regression-based Negative Control of Homophily in Dyadic Peer Effect Analysis
A prominent threat to causal inference about peer effects over social ne...
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06/19/2018
Doubly Robust Estimation in Observational Studies with Partial Interference
Interference occurs when the treatment (or exposure) of one individual a...
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12/23/2017