Jelena Bradic

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

Quantile Regression

Cross Validation

Top Venues

Publications

Yuqian Zhang, Weijie Ji, Jelena Bradic
Adaptive Split Balancing for Optimal Random Forest. CoRR (2024)
Yuqian Zhang, Jelena Bradic
Causal inference through multi-stage learning and doubly robust deep neural networks. CoRR (2024)
Jelena Bradic, Weijie Ji, Yuqian Zhang
High-dimensional Inference for Dynamic Treatment Effects. CoRR (2021)
Yuqian Zhang, Jelena Bradic, Weijie Ji
Dynamic treatment effects: high-dimensional inference under model misspecification. CoRR (2021)
Jason Z. Lin, Jelena Bradic
Learning to Combat Noisy Labels via Classification Margins. CoRR (2021)
Alexander Hanbo Li, Jelena Bradic
Censored Quantile Regression Forest. AISTATS (2020)
Denise Rava, Jelena Bradic
DeepHazard: neural network for time-varying risks. CoRR (2020)
Alexander Hanbo Li, Jelena Bradic
Censored Quantile Regression Forest. CoRR (2020)
Davide Viviano, Jelena Bradic
Synthetic learner: model-free inference on treatments over time. CoRR (2019)
Alexander Hanbo Li, Jelena Bradic
Censored Quantile Regression Forests. CoRR (2019)
Yinchu Zhu, Jelena Bradic
Breaking the curse of dimensionality in regression. CoRR (2017)
Jelena Bradic, Gerda Claeskens, Thomas Gueuning
Fixed effects testing in high-dimensional linear mixed models. CoRR (2017)
Ilya O. Ryzhov, Bin Han, Jelena Bradic
Cultivating Disaster Donors Using Data Analytics. Manag. Sci. 62 (3) (2016)
Yinchu Zhu, Jelena Bradic
Linear Hypothesis Testing in Dense High-Dimensional Linear Models. CoRR (2016)
Alexander Hanbo Li, Jelena Bradic
Boosting in the presence of outliers: adaptive classification with non-convex loss functions. CoRR (2015)
Jelena Bradic
Robustness in sparse linear models: relative efficiency based on robust approximate message passing. CoRR (2015)