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05/05/2022
DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data
Accurate forecasting of extreme values in time series is critical due to...
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05/02/2022
COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence
Normalizing flows, a popular class of deep generative models, often fail...
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06/28/2021
Online Estimation and Coverage Control with Heterogeneous Sensing Information
Heterogeneous multi-robot sensing systems are able to characterize physi...
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01/12/2021