Jelena Bradić

1. Uniform Inference for High-dimensional Quantile Regression: Linear\n Functionals and Regression Rank Scores
   2017/02/20 by Jelena Bradić, Mladen Kolar, Bradic, Jelena +1 · 1 citation
   Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
2. High-dimensional semi-supervised learning: in search for optimal\n inference of the mean
   2019/01/01 by Yuqian Zhang, Zhang, Yuqian, Jelena Bradić +1 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Clinical Trials
3. Sparsity Double Robust Inference of Average Treatment Effects
   2019/05/02 by Jelena Bradić, Stefan Wager, Bradic, Jelena +3 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
4. Dynamic treatment effects: high-dimensional inference under model misspecification
   2021/11/12 by Yuqian Zhang, Zhang, Yuqian, Weijie Ji +3 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
5. Causal inference through multi-stage learning and doubly robust deep neural networks
   2024/07/11 by Yuqian Zhang, Zhang, Yuqian, Jelena Bradić +1 · 2 citations
   Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
6. The Decaying Missing-at-Random Framework: Model Doubly Robust Causal Inference with Partially Labeled Data
   2023/05/22 by Yuqian Zhang, Abhishek Chakrabortty, Zhang, Yuqian +3 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
7. Doubly Robust Estimation under Possibly Misspecified Marginal Structural Cox Model
   2023/11/13 by Jiyu Luo, Luo, Jiyu, Denise Rava +5 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
8. Adaptive Split Balancing for Optimal Random Forest
   2024/02/17 by Yuqian Zhang, Zhang, Yuqian, Weijie Ji +3 · 1 citation
   Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Industrial Technology and Control Systems #Iterative Learning Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Power Systems and Technologies #Statistics Theory (math.ST)