Jianqing Fan

Orcid: 0000-0003-3250-7677

According to our database¹, Jianqing Fan authored at least 61 papers between 2002 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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In proceedings

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PhD thesis

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Links

On csauthors.net:

Bibliography

2024

Global Convergence in Training Large-Scale Transformers.

[BibT_eX]

[DOI]

CoRR, 2024

Analysis of the ICML 2023 Ranking Data: Can Authors' Opinions of Their Own Papers Assist Peer Review in Machine Learning?

[BibT_eX]

[DOI]

CoRR, 2024

Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift.

[BibT_eX]

[DOI]

Jiawei Ge

Debarghya Mukherjee

Jianqing Fan

CoRR, 2024

Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning.

[BibT_eX]

[DOI]

CoRR, 2024

An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization.

[BibT_eX]

[DOI]

CoRR, 2024

Structured Matrix Learning under Arbitrary Entrywise Dependence and Estimation of Markov Transition Kernel.

[BibT_eX]

[DOI]

Jinhang Chai

Jianqing Fan

CoRR, 2024

Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

On the Provable Advantage of Unsupervised Pretraining.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Minimax-optimal reward-agnostic exploration in reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

The Efficacy of Pessimism in Asynchronous Q-Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, November, 2023

Provably Efficient High-Dimensional Bandit Learning with Batched Feedbacks.

[BibT_eX]

[DOI]

CoRR, 2023

Robust Transfer Learning with Unreliable Source Data.

[BibT_eX]

[DOI]

Jianqing Fan

Cheng Gao

Jason M. Klusowski

CoRR, 2023

Spectral Ranking Inferences based on General Multiway Comparisons.

[BibT_eX]

[DOI]

CoRR, 2023

The Isotonic Mechanism for Exponential Family Estimation.

[BibT_eX]

[DOI]

Yuling Yan

Weijie J. Su

Jianqing Fan

CoRR, 2023

Environment Invariant Linear Least Squares.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Uncertainty Quantification of MLE for Entity Ranking with Covariates.

[BibT_eX]

[DOI]

Jianqing Fan

Jikai Hou

Mengxin Yu

CoRR, 2022

Robust High-dimensional Tuning Free Multiple Testing.

[BibT_eX]

[DOI]

Jianqing Fan

Zhipeng Lou

Mengxin Yu

CoRR, 2022

Ranking Inferences Based on the Top Choice of Multiway Comparisons.

[BibT_eX]

[DOI]

CoRR, 2022

SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals.

[BibT_eX]

[DOI]

CoRR, 2022

Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments.

[BibT_eX]

[DOI]

Mengxin Yu

Zhuoran Yang

Jianqing Fan

CoRR, 2022

Robust Matrix Completion with Heavy-tailed Noise.

[BibT_eX]

[DOI]

Bingyan Wang

Jianqing Fan

CoRR, 2022

Model-Based Reinforcement Learning Is Minimax-Optimal for Offline Zero-Sum Markov Games.

[BibT_eX]

[DOI]

CoRR, 2022

Are Latent Factor Regression and Sparse Regression Adequate?

[BibT_eX]

[DOI]

Jianqing Fan

Zhipeng Lou

Mengxin Yu

CoRR, 2022

Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

2021

Hoeffding's Inequality for General Markov Chains and Its Applications to Statistical Learning.

[BibT_eX]

[DOI]

Jianqing Fan

Bai Jiang

Qiang Sun

J. Mach. Learn. Res., 2021

Spectral Methods for Data Science: A Statistical Perspective.

[BibT_eX]

[DOI]

Found. Trends Mach. Learn., 2021

Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval.

[BibT_eX]

[DOI]

CoRR, 2021

Policy Optimization Using Semiparametric Models for Dynamic Pricing.

[BibT_eX]

[DOI]

Jianqing Fan

Yongyi Guo

Mengxin Yu

CoRR, 2021

Inference for Heteroskedastic PCA with Missing Data.

[BibT_eX]

[DOI]

Yuling Yan

Yuxin Chen

Jianqing Fan

CoRR, 2021

The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases.

[BibT_eX]

[DOI]

CoRR, 2021

Curriculum Learning for Vision-and-Language Navigation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model.

[BibT_eX]

[DOI]

Bingyan Wang

Yuling Yan

Jianqing Fan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Comment: Feature Screening and Variable Selection via Iterative Ridge Regression.

[BibT_eX]

[DOI]

Jianqing Fan

Runze Li

Technometrics, 2020

Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization.

[BibT_eX]

[DOI]

SIAM J. Optim., 2020

FarmTest: An R Package for Factor-Adjusted Robust Multiple Testing.

[BibT_eX]

[DOI]

R J., 2020

Do We Exploit all Information for Counterfactual Analysis? Benefits of Factor Models and Idiosyncratic Correction.

[BibT_eX]

[DOI]

Jianqing Fan

Ricardo P. Masini

Marcelo C. Medeiros

CoRR, 2020

Convex and Nonconvex Optimization Are Both Minimax-Optimal for Noisy Blind Deconvolution.

[BibT_eX]

[DOI]

CoRR, 2020

Understanding Implicit Regularization in Over-Parameterized Nonlinear Statistical Model.

[BibT_eX]

[DOI]

Jianqing Fan

Zhuoran Yang

Mengxin Yu

CoRR, 2020

An 𝓁<sub>p</sub> theory of PCA and spectral clustering.

[BibT_eX]

[DOI]

Emmanuel Abbe

Jianqing Fan

Kaizheng Wang

CoRR, 2020

Bridging Convex and Nonconvex Optimization in Robust PCA: Noise, Outliers, and Missing Data.

[BibT_eX]

[DOI]

CoRR, 2020

A Theoretical Analysis of Deep Q-Learning.

[BibT_eX]

[DOI]

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

2019

Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval.

[BibT_eX]

[DOI]

Math. Program., 2019

Communication-Efficient Accurate Statistical Estimation.

[BibT_eX]

[DOI]

Jianqing Fan

Yongyi Guo

Kaizheng Wang

CoRR, 2019

Inference and Uncertainty Quantification for Noisy Matrix Completion.

[BibT_eX]

[DOI]

CoRR, 2019

Low-Rank Principal Eigenmatrix Analysis.

[BibT_eX]

[DOI]

Krishna Balasubramanian

Elynn Y. Chen

Jianqing Fan

Xiang Wu

CoRR, 2019

A Selective Overview of Deep Learning.

[BibT_eX]

[DOI]

Jianqing Fan

Cong Ma

Yiqiao Zhong

CoRR, 2019

2018

Asymmetry Helps: Eigenvalue and Eigenvector Analyses of Asymmetrically Perturbed Low-Rank Matrices.

[BibT_eX]

[DOI]

Yuxin Chen

Chen Cheng

Jianqing Fan

CoRR, 2018

Curse of Heterogeneity: Computational Barriers in Sparse Mixture Models and Phase Retrieval.

[BibT_eX]

[DOI]

CoRR, 2018

Statistical Sparse Online Regression: A Diffusion Approximation Perspective.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

An $\ell_{\infty}$ Eigenvector Perturbation Bound and Its Application.

[BibT_eX]

[DOI]

Jianqing Fan

Weichen Wang

Yiqiao Zhong

J. Mach. Learn. Res., 2017

Spectral Method and Regularized MLE Are Both Optimal for Top-$K$ Ranking.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Guarding against Spurious Discoveries in High Dimensions.

[BibT_eX]

[DOI]

Jianqing Fan

Wen-Xin Zhou

J. Mach. Learn. Res., 2016

2013

Distributions of angles in random packing on spheres.

[BibT_eX]

[DOI]

T. Tony Cai

Jianqing Fan

Tiefeng Jiang

J. Mach. Learn. Res., 2013

2012

Communication Learning in Social Networks: Finite Population and the Rates

[BibT_eX]

[DOI]

Jianqing Fan

Xin Tong

Yao Zeng

CoRR, 2012

2011

Nonconcave Penalized Likelihood With NP-Dimensionality.

[BibT_eX]

[DOI]

Jianqing Fan

Jinchi Lv

IEEE Trans. Inf. Theory, 2011

Adaptively and Spatially Estimating the Hemodynamic Response Functions in fMRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2009

Ultrahigh Dimensional Feature Selection: Beyond The Linear Model.

[BibT_eX]

[DOI]

Jianqing Fan

Richard Samworth

Yichao Wu

J. Mach. Learn. Res., 2009

2007

Selection and validation of normalization methods for c-DNA microarrays using within-array replications.

[BibT_eX]

[DOI]

Jianqing Fan

Yue Niu

Bioinform., 2007

2003

Data-analytic approaches to the estimation of Value-at-Risk.

[BibT_eX]

[DOI]

Jianqing Fan

Juan Gu

Proceedings of the 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003

2002

Wavelet deconvolution.

[BibT_eX]

[DOI]

Jianqing Fan

Ja-Yong Koo

IEEE Trans. Inf. Theory, 2002

Jianqing Fan

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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