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cs.LG2023
Attention-Based Ensemble Pooling for Time Series Forecasting
Dhruvit Patel, Alexander Wikner
A common technique to reduce model bias in time-series forecasting is to use an ensemble of predictive models and pool their output into an ensemble forecast. In cases where each p…
cs.LG2023
Consistency of Lloyd's Algorithm Under Perturbations
Dhruv Patel, Hui Shen, Shankar Bhamidi +2
In the context of unsupervised learning, Lloyd's algorithm is one of the most widely used clustering algorithms. It has inspired a plethora of work investigating the correctness of…