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07/01/2023
Hierarchical Pretraining for Biomedical Term Embeddings
Electronic health records (EHR) contain narrative notes that provide ext...
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09/28/2022
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model
Network analysis has been a powerful tool to unveil relationships and in...
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08/10/2022
Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features
Due to label scarcity and covariate shift happening frequently in real-w...
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06/11/2022
Federated Offline Reinforcement Learning
Evidence-based or data-driven dynamic treatment regimes are essential fo...
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06/07/2022
RING-CPD: Asymptotic Distribution-free Change-point Detection for Multivariate and Non-Euclidean Data
Change-point detection (CPD) concerns detecting distributional changes i...
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12/24/2021
RISE: Rank in Similarity Graph Edge-Count Two-Sample Test
Two-sample hypothesis testing for high-dimensional data is ubiquitous no...
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05/21/2021
BELT: Block-wise Missing Embedding Learning Transformer
Matrix completion has attracted attention in many fields, including stat...
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09/30/2020