Publications
Preprint
- Inference of nonlinear causal effects with GWAS summary data
Dai, B., Li, C., Xue, H., Pan, W., & Shen, X.
arXiv preprint, 2022
Statistics / Machine Learning Publication
RankSEG: A consistent ranking-based framework for segmentation
Dai, B., & Li, C.
Journal of Machine Learning Research, 2023+
A Closer Look at Novel Class Discovery from the Labeled Set
Li, Z., Otholt, J., Dai, B., Meinel, C., & Yang, H.
Transactions on Machine Learning Research, 2023+
NeurIPS 2022 Workshop on Distribution Shifts
Data-adaptive discriminative feature localization with statistically guaranteed interpretation
Dai, B., Shen, X., Chen, L. Y., Li, C., & Pan, W.
Annals of Applied Statistics, 2022
Significance tests of feature relevance for a black-box learner
Dai, B., Shen, X., & Pan, W.
IEEE Transactions on Neural Networks and Learning Systems, 2022
Coupled generation
Dai, B., Shen, X., & Wong, W.
Journal of the American Statistical Association, 2022
Embedding learning
Dai, B., Shen, X., & Wang, J.
Journal of the American Statistical Association, 2021
Two-level monotonic multistage recommender systems
Dai, B., Shen, X., & Pan, W.
Electronic Journal of Statistics, 2021
Scalable collaborative ranking for personalized prediction
Dai, B., Shen, X., Wang, J., & Qu, A.
Journal of the American Statistical Association, 2021
Sentiment analysis with covariate-assisted word embeddings
Xu, S., Dai, B., & Wang, J.
Electronic Journal of Statistics, 2021
Smooth neighborhood recommender systems
Dai, B., Wang, J., Shen, X., & Qu, A.
Journal of Machine Learning Research, 2019
Query-dependent ranking and its asymptotic properties
Dai, B., & Wang, J.
Electronic Journal of Statistics, 2019
Collaborative Publication
Full Poincar'e mapping for ultra-sensitive polarimetry
Optica, 2022
Revealing complex optical phenomena through vectorial metrics
Advanced Photonics, 2021, On the Journal Cover
Complex vectorial optics through gradient index lens cascades
Nature Communications, 2019
