Essays about: "Sarah Berenji Ardestani"

Found 1 essay containing the words Sarah Berenji Ardestani.

  1. 1. Time Series Anomaly Detection and Uncertainty Estimation using LSTM Autoencoders

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Sarah Berenji Ardestani; [2020]
    Keywords : ;

    Abstract : The goal of this thesis is to implement an anomaly detection tool using LSTM autoencoder and apply a novel method for uncertainty estimation using Bayesian NeuralNetworks (BNNs) based on a paper from Uber research group [1]. Having a reliable anomaly detection tool and accurate uncertainty estimation is critical in many fields. READ MORE