Multi-view Contrastive Self-Supervised Learning of Accounting Data Representations for Downstream Audit Tasks

23 September 2021

Papers citing "Multi-view Contrastive Self-Supervised Learning of Accounting Data Representations for Downstream Audit Tasks"

7 / 7 papers shown

Title
Sampling Audit Evidence Using a Naive Bayes Classifier Guang-Yih Sheu Nai-Ru Liu 31 0 0 21 Mar 2024
Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing Marco Schreyer Hamed Hemati Damian Borth M. Vasarhelyi FedML 37 3 0 26 Oct 2022
Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data Timur Sattarov Dayananda Herurkar Jörn Hees 30 8 0 21 Sep 2022
RESHAPE: Explaining Accounting Anomalies in Financial Statement Audits by enhancing SHapley Additive exPlanations Ricardo Müller Marco Schreyer Timur Sattarov Damian Borth AAML MLAU 24 7 0 19 Sep 2022
Federated and Privacy-Preserving Learning of Accounting Data in Financial Statement Audits Marco Schreyer Timur Sattarov Damian Borth MLAU 29 15 0 26 Aug 2022
Continual Learning for Unsupervised Anomaly Detection in Continuous Auditing of Financial Accounting Data Hamed Hemati Marco Schreyer Damian Borth 26 9 0 25 Dec 2021
Zero-shot Voice Conversion via Self-supervised Prosody Representation Learning Shijun Wang Dimche Kostadinov Damian Borth 19 10 0 27 Oct 2021