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Robust matrix estimations meet Frank–Wolfe algorithm

Machine learning, 2023-07, Vol.112 (7), p.2723-2760

2023

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TEST OF SIGNIFICANCE FOR HIGH-DIMENSIONAL LONGITUDINAL DATA

The Annals of statistics, 2020-10, Vol.48 (5), p.2622-2645

2020

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Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functions

Mathematical programming, 2017, Vol.161 (1-2), p.419-449

2017

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Adipocyte OGT governs diet-induced hyperphagia and obesity

Nature communications, 2018-11, Vol.9 (1), p.5103-12, Article 5103

2018

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Fairness-Oriented Learning for Optimal Individualized Treatment Rules

Journal of the American Statistical Association, 2023-07, Vol.118 (543), p.1733-1746

2023

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Testing and confidence intervals for high dimensional proportional hazards models

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2017-11, Vol.79 (5), p.1415-1437

2017

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Lagrangian Inference for Ranking Problems

Operations research, 2023-01, Vol.71 (1), p.202-223

2023

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Inequality in treatment benefits: Can we determine if a new treatment benefits the many or the few?

Biostatistics (Oxford, England), 2017-04, Vol.18 (2), p.308-324

2017

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Nearly Dimension-Independent Sparse Linear Bandit over Small Action Spaces via Best Subset Selection

Journal of the American Statistical Association, 2024-01, Vol.119 (545), p.246-258

2024

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Optimal, two‐stage, adaptive enrichment designs for randomized trials, using sparse linear programming

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2020-07, Vol.82 (3), p.749-772

2020

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Blessing of massive scale: spatial graphical model estimation with a total cardinality constraint approach

Mathematical programming, 2019-07, Vol.176 (1-2), p.175-205

2019

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Generalized alternating direction method of multipliers: new theoretical insights and applications

Mathematical programming computation, 2015-06, Vol.7 (2), p.149-187

2015

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Misspecified nonconvex statistical optimization for sparse phase retrieval

Mathematical programming, 2019-07, Vol.176 (1-2), p.545-571

2019

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Deep Spatial Q-Learning for Infectious Disease Control

Journal of agricultural, biological, and environmental statistics, 2023-12, Vol.28 (4), p.749-773

2023

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Testing and Confidence Intervals for High Dimensional Proportional Hazards Model

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2017-11, Vol.79 (5), p.1415-1437

2017

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Constructing a confidence interval for the fraction who benefit from treatment, using randomized trial data

Biometrics, 2019-12, Vol.75 (4), p.1228-1239

2019

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Max-norm optimization for robust matrix recovery

Mathematical programming, 2018, Vol.167 (1), p.5-35

2018

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Mining Massive Amounts of Genomic Data: A Semiparametric Topic Modeling Approach

Journal of the American Statistical Association, 2017-07, Vol.112 (519), p.921-932

2017

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Multilevel Stochastic Gradient Methods for Nested Composition Optimization

SIAM journal on optimization, 2019-01, Vol.29 (1), p.616-659

2019

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Data-Driven Compositional Optimization in Misspecified Regimes

Operations research, 2024-02

2024

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Combinatorial Inference on the Optimal Assortment in the Multinomial Logit Model

Proceedings of the 24th ACM Conference on Economics and Computation, 2023, p.1080-1080

2023

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Human WDR5 promotes breast cancer growth and metastasis via KMT2-independent translation regulation

eLife, 2022-08, Vol.11

2022

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Autistic-like behavior and cerebellar dysfunction in Bmal1 mutant mice ameliorated by mTORC1 inhibition

Molecular psychiatry, 2023-09, Vol.28 (9), p.3727-3738

2023

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Single nucleus multi-omics identifies human cortical cell regulatory genome diversity

Cell genomics, 2022-03, Vol.2 (3), p.100107, Article 100107

2022

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Phenotypic and genotypic characteristics of human immunodeficiency virus type 1 from patients with AIDS in northern Thailand

Journal of Virology, 1995-08, Vol.69 (8), p.4649-4655

1995

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Robust matrix estimations meet Frank–Wolfe algorithm

TEST OF SIGNIFICANCE FOR HIGH-DIMENSIONAL LONGITUDINAL DATA

Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functions

Adipocyte OGT governs diet-induced hyperphagia and obesity

Fairness-Oriented Learning for Optimal Individualized Treatment Rules

Testing and confidence intervals for high dimensional proportional hazards models

Lagrangian Inference for Ranking Problems

Inequality in treatment benefits: Can we determine if a new treatment benefits the many or the few?

Nearly Dimension-Independent Sparse Linear Bandit over Small Action Spaces via Best Subset Selection

Optimal, two‐stage, adaptive enrichment designs for randomized trials, using sparse linear programming

Blessing of massive scale: spatial graphical model estimation with a total cardinality constraint approach

Generalized alternating direction method of multipliers: new theoretical insights and applications

Misspecified nonconvex statistical optimization for sparse phase retrieval

Deep Spatial Q-Learning for Infectious Disease Control

Testing and Confidence Intervals for High Dimensional Proportional Hazards Model

Constructing a confidence interval for the fraction who benefit from treatment, using randomized trial data

Max-norm optimization for robust matrix recovery

Mining Massive Amounts of Genomic Data: A Semiparametric Topic Modeling Approach

Multilevel Stochastic Gradient Methods for Nested Composition Optimization

Data-Driven Compositional Optimization in Misspecified Regimes

Combinatorial Inference on the Optimal Assortment in the Multinomial Logit Model

Human WDR5 promotes breast cancer growth and metastasis via KMT2-independent translation regulation

Autistic-like behavior and cerebellar dysfunction in Bmal1 mutant mice ameliorated by mTORC1 inhibition

Single nucleus multi-omics identifies human cortical cell regulatory genome diversity

Phenotypic and genotypic characteristics of human immunodeficiency virus type 1 from patients with AIDS in northern Thailand

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