Innovations Autoencoder and its Application in One-class Anomalous Sequence Detection

23 June 2021

Papers citing "Innovations Autoencoder and its Application in One-class Anomalous Sequence Detection"

4 / 4 papers shown

Title
Generative Probabilistic Time Series Forecasting and Applications in Grid Operations Xinyi Wang Lang Tong Qing Zhao AI4TS 28 3 0 21 Feb 2024
Non-parametric Probabilistic Time Series Forecasting via Innovations Representation Xinyi Wang Mei-Yu Lee Qing Zhao Lang Tong AI4TS 20 2 0 05 Jun 2023
Novelty Detection in Time Series via Weak Innovations Representation: A Deep Learning Approach Xinyi Wang Mei-jen Lee Qing Zhao Lang Tong BDL AI4TS 28 0 0 24 Oct 2022
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,661 0 05 Dec 2016