Composite quantile regression and the oracle Model Selection Theory
1 version
MY
Ming Yuan
math.STstat.THstat.MEstat.MLcs.ITmath.ITcs.LGcs.NAmath.NAstat.AP
On Valency
published · living versionsPreprints & journals
81 papers in the corpus · 2006–2026Linear Regression Beyond Covariance: Latent Slope Spectra from Higher-Order Cumulants
0 citations
Efficient and Adaptive Estimation of Portfolio Weights with Spectral Risk Measures
0 citations
Inferential Theory for Pricing Errors with Latent Factors and Firm Characteristics
0 citations
Low-Rank Tensor Estimation from Nonlinear Observations: A Unified Framework
0 citations
On Spectral Learning for Odeco Tensors: Perturbation, Initialization, and Algorithms
0 citations
Weak Factor Analysis via Temporally Weighted PCA
0 citations
Matrix Completion When Missing Is Not at Random and Its Applications in Causal Panel Data Models.
8 citations
Mode-wise principal subspace pursuit and matrix spiked covariance model.
3 citations
High Dimensional Factor Analysis with Weak Factors
6 citations
Multiple Testing of Linear Forms for Noisy Matrix Completion
0 citations
Large Dimensional Independent Component Analysis: Statistical Optimality and Computational Tractability
9 citations
Higher-Order Least Squares: Assessing Partial Goodness of Fit of Linear Causal Models.
5 citations
On the Multiway Principal Component Analysis
4 citations
On Recovering the Best Rank-r Approximation from Few Entries
0 citations
On Estimating Rank-One Spiked Tensors in the Presence of Heavy Tailed Errors
8 citations
Revisiting colocalization via optimal transport.
2 citations
STRUCTURED CORRELATION DETECTION WITH APPLICATION TO COLOCALIZATION ANALYSIS IN DUAL-CHANNEL FLUORESCENCE MICROSCOPIC IMAGING.
9 citations
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration
8 citations
Controlling the minimal feature sizes in adjoint optimization of nanophotonic devices using b-spline surfaces.
38 citations
ISLET: Fast and Optimal Low-rank Tensor Regression via Importance Sketching
42 citations
Nonparametric empirical Bayesian framework for fluorescence-lifetime imaging microscopy.
23 citations
On the Optimality of Gaussian Kernel Based Nonparametric Tests against Smooth Alternatives
22 citations
Statistical Inferences of Linear Forms for Noisy Matrix Completion
39 citations
Spatially Adaptive Colocalization Analysis in Dual-Color Fluorescence Microscopy.
15 citations
LOCALIZING DIFFERENTIALLY EVOLVING COVARIANCE STRUCTURES VIA SCAN STATISTICS.
1 citation
Combined Hypothesis Testing on Graphs with Applications to Gene Set Enrichment Analysis.
2 citations
Nanophotonic Media for Artificial Neural Inference
168 citations
Utility of Genetic Testing in Addition to Mammography for Determining Risk of Breast Cancer Depends on Patient Age.
6 citations
Quantifying predictive capability of electronic health records for the most harmful breast cancer.
9 citations
Finding Differentially Covarying Needles in a Temporally Evolving Haystack: A Scan Statistics Perspective
0 citations
Statistically Optimal and Computationally Efficient Low Rank Tensor Completion from Noisy Entries
52 citations
Effective Tensor Sketching via Sparsification
5 citations
Automated and Robust Quantification of Colocalization in Dual-Color Fluorescence Microscopy: A Nonparametric Statistical Approach.
17 citations
On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests
16 citations
Characterizing Spatiotemporal Transcriptome of Human Brain via Low Rank Tensor Decomposition
16 citations
On Polynomial Time Methods for Exact Low Rank Tensor Completion
60 citations
Comments on "Personalized dose finding using outcome weighted learning".
2 citations
Quantitating the cell: turning images into numbers with ImageJ.
156 citations
Structure-Leveraged Methods in Breast Cancer Risk Prediction.
22 citations
Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression
50 citations
Diverse activities of viral cis-acting RNA regulatory elements revealed using multicolor, long-term, single-cell imaging.
10 citations
Global Testing Against Sparse Alternatives under Ising Models
29 citations
CARM1 Methylates Chromatin Remodeling Factor BAF155 to Enhance Tumor Progression and Metastasis.
37 citations
Incoherent Tensor Norms and Their Applications in Higher Order Tensor Completion
58 citations
Efficient multivariate entropy estimation via -nearest neighbour distances
121 citations
Optimal large-scale quantum state tomography with Pauli measurements
29 citations
Discriminatory power of common genetic variants in personalized breast cancer diagnosis.
6 citations
Convex Regularization for High-Dimensional Multi-Response Tensor Regression
100 citations
Comparing Mammography Abnormality Features to Genetic Variants in the Prediction of Breast Cancer in Women Recommended for Breast Biopsy.
17 citations
Factorisable Multitask Quantile Regression
0 citations
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