353 citations · 486 across the 4 of their papers we have counts for
4 papers
Deep and Confident Prediction for Time Series at Uber
Lingxue Zhu, Nikolay Laptev
Reliable uncertainty estimation for time series prediction is critical in many fields, including physics, biology, and manufacturing. At Uber, probabilistic time series forecasting…
A Unified Statistical Framework for Single Cell and Bulk RNA Sequencing Data
Lingxue Zhu, Jing Lei, Bernie Devlin +1
Recent advances in technology have enabled the measurement of RNA levels for individual cells. Compared to traditional tissue-level bulk RNA-seq data, single cell sequencing yields…
Testing High Dimensional Covariance Matrices, with Application to Detecting Schizophrenia Risk Genes
Lingxue Zhu, Jing Lei, Bernie Devlin +1
Scientists routinely compare gene expression levels in cases versus controls in part to determine genes associated with a disease. Similarly, detecting case-control differences in…
A Generic Sample Splitting Approach for Refined Community Recovery in Stochastic Block Models
Jing Lei, Lingxue Zhu
We propose and analyze a generic method for community recovery in stochastic block models and degree corrected block models. This approach can exactly recover the hidden communitie…