JB
Jelena Bradic
stat.MEstat.MLmath.STstat.THcs.LGecon.EMstat.APcs.AIstat.COℓ2-constraint
On Valency
published · living versionsW_uydp7hvu·v1 · currentpublished
Penalized Composite Quasi-Likelihood for Ultrahigh-Dimensional Variable Selection
with Jianqing Fan, Weiwei Wang
1 version
Preprints & journals
41 papers in the corpus · 2009–2026Surrogate-powered Causal Inference with Censored Outcomes2610.05486v1 · Yaroslav Mukhin, Tereza Oprea, Arielle Anderer et al.2026 · 0 citationsarXiv
When Symbol Names Should Not Matter: A Logistic Theory of Fresh-Symbol Classification2605.07120v1 · Wenjie Guan, Jelena Bradic2026 · 0 citationsarXiv
Multi-environment Invariance Learning with Missing Data2601.07247v2 · Yiran Jia, Jelena Bradic2026 · 0 citationsarXiv
Causal inference through multi-stage learning and doubly robust deep neural networks2407.08560v1 · Yuqian Zhang, Jelena Bradic2024 · 0 citationsarXiv
Adaptive Split Balancing for Optimal Random Forest2402.11228v2 · Yuqian Zhang, Weijie Ji, Jelena Bradic2024 · 0 citationsarXiv
Doubly Robust Estimation under Possibly Misspecified Marginal Structural Cox Model2311.07752v1 · Jiyu Luo, Denise Rava, Jelena Bradic et al.2023 · 0 citationsarXiv
Semiparametrically Efficient Score for the Survival Odds Ratio2310.14448v2 · Denise Rava, Jelena Bradic, Ronghui Xu2023 · 0 citationsarXiv
The Decaying Missing-at-Random Framework: Model Doubly Robust Causal Inference with Partially Labeled Data2305.12789v3 · Yuqian Zhang, Abhishek Chakrabortty, Jelena Bradic2023 · 0 citationsarXiv
Testability of high-dimensional linear models with nonsparse structures.35814863 · Bradic, Jelena, Fan, Jianqing, Zhu, Yinchu2022 · 20 citationsAnnals of statistics. 2022;50(2):615-639
Dynamic treatment effects: high-dimensional inference under model misspecification2111.06818v3 · Yuqian Zhang, Weijie Ji, Jelena Bradic2021 · 1 citationarXiv
High-dimensional Inference for Dynamic Treatment Effects2110.04924v4 · Jelena Bradic, Weijie Ji, Yuqian Zhang2021 · 4 citationsarXiv
Double Robust Semi-Supervised Inference for the Mean: Selection Bias under MAR Labeling with Decaying Overlap2104.06667v2 · Yuqian Zhang, Abhishek Chakrabortty, Jelena Bradic2021 · 11 citationsInformation and Inference: A Journal of the IMA (2023), Vol. 12, No. 3, 2066-2159
Comments on Leo Breiman's paper 'Statistical Modeling: The Two Cultures' (Statistical Science, 2001, 16(3), 199-231)2103.11327v1 · Jelena Bradic, Yinchu Zhu2021 · 0 citationsarXiv
Learning to Combat Noisy Labels via Classification Margins2102.00751v2 · Jason Z. Lin, Jelena Bradic2021 · 4 citationsarXiv
DeepHazard: neural network for time-varying risks2007.13218v2 · Denise Rava, Jelena Bradic2020 · 4 citationsarXiv
Detangling robustness in high dimensions: composite versus model-averaged estimation2006.07457v1 · Jing Zhou, Gerda Claeskens, Jelena Bradic2020 · 3 citationsarXiv
Fair Policy Targeting2005.12395v3 · Davide Viviano, Jelena Bradic2020 · 33 citationsarXiv
Censored Quantile Regression Forest2001.03458v1 · Alexander Hanbo Li, Jelena Bradic2020 · 12 citationsInternational Conference on ArtificialIntelligence and Statistics (AISTATS) 2020
Minimax Semiparametric Learning With Approximate Sparsity1912.12213v7 · Jelena Bradic, Victor Chernozhukov, Whitney K. Newey et al.2019 · 8 citationsarXiv
Estimating Treatment Effect under Additive Hazards Models with High-dimensional Covariates1907.00287v2 · Jue Hou, Jelena Bradic, Ronghui Xu2019 · 15 citationsJournal of the American Statistical Association 118(541) 327-342 (2021)
Sparsity Double Robust Inference of Average Treatment Effects1905.00744v1 · Jelena Bradic, Stefan Wager, Yinchu Zhu2019 · 18 citationsarXiv
Synthetic learner: model-free inference on treatments over time1904.01490v2 · Davide Viviano, Jelena Bradic2019 · 20 citationsarXiv
Censored Quantile Regression Forests1902.03327v1 · Alexander Hanbo Li, Jelena Bradic2019 · 1 citationarXiv
High-dimensional semi-supervised learning: in search for optimal inference of the mean1902.00772v2 · Yuqian Zhang, Jelena Bradic2019 · 32 citationsBiometrika, 109(2), 387-403 (2022)
Confidence intervals for high-dimensional Cox models1803.01150v1 · Yi Yu, Jelena Bradic, Richard J. Samworth2018 · 20 citationsarXiv
Fixed effects testing in high-dimensional linear mixed models1708.04887v1 · Jelena Bradic, Gerda Claeskens, Thomas Gueuning2017 · 20 citationsarXiv
Breaking the curse of dimensionality in regression1708.00430v1 · Yinchu Zhu, Jelena Bradic2017 · 8 citationsarXiv
Fine-Gray competing risks model with high-dimensional covariates: estimation and Inference1707.09561v2 · Jue Hou, Jelena Bradic, Ronghui Xu2017 · 0 citationsarXiv
Comments on `High-dimensional simultaneous inference with the bootstrap'1705.02441v1 · Jelena Bradic, Yinchu Zhu2017 · 2 citationsarXiv
A projection pursuit framework for testing general high-dimensional hypothesis1705.01024v1 · Yinchu Zhu, Jelena Bradic2017 · 11 citationsarXiv
Uniform Inference for High-dimensional Quantile Regression: Linear Functionals and Regression Rank Scores1702.06209v1 · Jelena Bradic, Mladen Kolar2017 · 17 citationsarXiv
Two-sample testing in non-sparse high-dimensional linear models1610.04580v1 · Yinchu Zhu, Jelena Bradic2016 · 4 citationsarXiv
Linear Hypothesis Testing in Dense High-Dimensional Linear Models1610.02987v2 · Yinchu Zhu, Jelena Bradic2016 · 79 citationsJournal of the American Statistical Association: theory and methods, 2017
Significance testing in non-sparse high-dimensional linear models1610.02122v4 · Yinchu Zhu, Jelena Bradic2016 · 30 citationsarXiv
Robust Confidence Intervals in High-Dimensional Left-Censored Regression1609.07165v1 · Jelena Bradic, Jiaqi Guo2016 · 0 citationsarXiv
Boosting in the presence of outliers: adaptive classification with non-convex loss functions1510.01064v1 · Alexander Hanbo Li, Jelena Bradic2015 · 36 citationsJournal of the American Statistical Association: theory and methods, 2017
Robustness in sparse linear models: relative efficiency based on robust approximate message passing1507.08726v2 · Jelena Bradic2015 · 10 citationsElectronic Journal of Statistics, Volume 10, Number 2 (2016), 3894-3944
Randomized maximum-contrast selection: subagging for large-scale regression1306.3494v4 · Jelena Bradic2013 · 9 citationsElectron. J. Statist. Volume 10, Number 1 (2016), 121-170
Structured Estimation in Nonparameteric Cox Model1207.4510v3 · Jelena Bradic, Rui Song2012 · 0 citationsElectron. J. Statist. Volume 9, Number 1 (2015), 492-534
Penalized Composite Quasi-Likelihood for Ultrahigh-Dimensional Variable Selection.21589849 · Bradic, Jelena, Fan, Jianqing, Wang, Weiwei2025 · 175 citationsJournal of the Royal Statistical Society. Series B, Statistical methodology. 2011;73(3):325-349
REGULARIZATION FOR COX'S PROPORTIONAL HAZARDS MODEL WITH NP-DIMENSIONALITY.23066171 · Bradic, Jelena, Fan, Jianqing, Jiang, Jiancheng2025 · 146 citationsAnnals of statistics. 2011;39(6):3092-3120
Career total: at least 66 works. 41 are in this corpus.
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