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Lingxue Zhu

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Engineering Uncertainty Estimation in Neural Networks for Time Series Prediction at Uber

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Accurate time series forecasting during high variance segments (e.g., holidays and sporting events) is critical for anomaly detection, resource allocation, budget planning, and other related tasks necessary to facilitate optimal Uber user experiences at scale. Forecasting these variables, however, can

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