Klaus Ackermann | DeepAI

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∙ 09/29/2022

Bayesian Neural Network Versus Ex-Post Calibration For Prediction Uncertainty

Probabilistic predictions from neural networks which account for predict...

15 Satya Borgohain, et al. ∙

∙ 03/21/2022

Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices

Machine Learning (ML) and Deep Learning (DL) methods are increasingly re...

125 Hansika Hewamalage, et al. ∙

∙ 10/16/2020

Estimating Sleep Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA)

Alternative data is increasingly adapted to predict human and economic b...

0 Klaus Ackermann, et al. ∙

∙ 09/11/2020

Object Recognition for Economic Development from Daytime Satellite Imagery

Reliable data about the stock of physical capital and infrastructure in ...

8 Klaus Ackermann, et al. ∙

∙ 01/19/2017

The Internet as Quantitative Social Science Platform: Insights from a Trillion Observations

With the large-scale penetration of the internet, for the first time, hu...

0 Klaus Ackermann, et al. ∙

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