353 citations · 486 across the 4 of their papers we have counts for
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stat.ML2017★ 353 cited
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…
stat.ML2014★ 20 cited
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…