Yuan Liao | DeepAI

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Featured Co-authors

Ji Liu
135 publications
Halim Yanikomeroglu
118 publications
Zheng Li
97 publications
Dejing Dou
87 publications
Jianqing Fan
83 publications
Victor Chernozhukov
54 publications
Christian Hansen
32 publications
Yinchu Zhu
21 publications
Vasilis Friderikos
18 publications
Sokbae Lee
18 publications
Xiaohong Chen
16 publications

∙ 08/25/2023

SGMM: Stochastic Approximation to Generalized Method of Moments

We introduce a new class of algorithms, Stochastic Generalized Method of...

0 Xiaohong Chen, et al. ∙

∙ 07/06/2023

Robust Deployment and Resource Allocation for Robotic Aerial Base Station Enabled OFDM Integrated Sensing and Communication

The envisioned robotic aerial base station (RABS) concept is expected to...

0 Yuan Liao, et al. ∙

∙ 03/08/2023

Distributed and Deep Vertical Federated Learning with Big Data

In recent years, data are typically distributed in multiple organization...

0 Ji Liu, et al. ∙

∙ 12/31/2022

Inference on Time Series Nonparametric Conditional Moment Restrictions Using General Sieves

General nonlinear sieve learnings are classes of nonlinear sieves that c...

0 Xiaohong Chen, et al. ∙

∙ 09/29/2022

Fast Inference for Quantile Regression with Tens of Millions of Observations

While applications of big data analytics have brought many new opportuni...

0 Sokbae Lee, et al. ∙

∙ 05/07/2022

Max-min Rate Deployment Optimization for Backhaul-limited Robotic Aerial 6G Small Cells

To overcome the limited on-board battery issue of nominal airborne base ...

0 Yuan Liao, et al. ∙

∙ 10/07/2021

Optimal Deployment and Operation of Robotic Aerial 6G Small Cells with Grasping End Effectors

Although airborne base stations (ABSs) mounted on drones show a signific...

0 Yuan Liao, et al. ∙

∙ 07/06/2021

Inference for Low-Rank Models

This paper studies inference in linear models whose parameter of interes...

0 Victor Chernozhukov, et al. ∙

∙ 06/07/2021

Energy and Age Pareto Optimal Trajectories in UAV-assisted Wireless Data Collection

This paper studies an unmanned aerial vehicle (UAV)-assisted wireless ne...

0 Yuan Liao, et al. ∙

∙ 06/06/2021

Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling

We develop a new method of online inference for a vector of parameters e...

0 Sokbae Lee, et al. ∙

∙ 04/28/2021

Trajectory Design in Rechargeable UAV Aided Wireless Networks: A Unified Framework for Energy Efficiency and Flight Time Minimization

This paper studies a rechargeable unmanned aerial vehicle (UAV) assisted...

0 Yuan Liao, et al. ∙

∙ 09/21/2020

Recent Developments on Factor Models and its Applications in Econometric Learning

This paper makes a selective survey on the recent development of the fac...

4 Jianqing Fan, et al. ∙

∙ 06/18/2020

Sparse HP Filter: Finding Kinks in the COVID-19 Contact Rate

In this paper, we estimate the time-varying COVID-19 contact rate of a S...

0 Sokbae Lee, et al. ∙

∙ 08/04/2019

Learning Latent Factors from Diversified Projections and its Applications to Over-Estimated and Weak Factors

Estimations and applications of factor models often rely on the crucial ...

0 Jianqing Fan, et al. ∙

∙ 12/19/2018

Inference For Heterogeneous Effects Using Low-Rank Estimations

We study a panel data model with general heterogeneous effects, where sl...

0 Victor Chernozhukov, et al. ∙

∙ 11/13/2017

Uniform Inference for Conditional Factor Models with Instrumental and Idiosyncratic Betas

It has been well known in financial economics that factor betas depend o...

0 Yuan Liao, et al. ∙

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