Concepedia

Jie Ding

JD

27

Publications

1.5K

Citations

17

H-Index

2001

Active since

Affiliations

Harvard University(Current)

Duke University

University of Minnesota

University of Minnesota System

University of Utah

Jie Ding is an author at Harvard University specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePredictive AnalyticsStatisticsForecastingData PrivacyCloud ComputingFederated Learning

Publications per year

2001–2023

27

Publications

27

Model Selection Techniques: An Overview

Jie Ding, Vahid Tarokh, Yuhong Yang · IEEE Signal Processing Magazine · 2018 · 347 citations · Full text

Engineering, Information Theory, Data Science +14

HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients

Enmao Diao, Jie Ding, Vahid Tarokh · arXiv (Cornell University) · 2020 · 179 citations · Full text

Private Data, Engineering, Machine Learning +15

Speech Emotion Recognition with Dual-Sequence LSTM Architecture

Jianyou Wang, Michael Xue, Ryan Culhane et al. · 2020 · 143 citations · Full text

CoGAPS: an R/C++ package to identify patterns and biological process activity in transcriptomic data

Elana J. Fertig, Jie Ding, Alexander V. Favorov et al. · Bioinformatics · 2010 · 102 citations · Full text

Bridging AIC and BIC: A New Criterion for Autoregression

Jie Ding, Vahid Tarokh, Yuhong Yang · IEEE Transactions on Information Theory · 2017 · 97 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +13

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