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Timur Sattarov

FedTabDiff: Federated Learning of Diffusion Probabilistic Models for Synthetic Mixed-Type Tabular Data Generation

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Jan 11, 2024
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FinDiff: Diffusion Models for Financial Tabular Data Generation

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Sep 04, 2023
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Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data

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Oct 03, 2022
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RESHAPE: Explaining Accounting Anomalies in Financial Statement Audits by enhancing SHapley Additive exPlanations

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Sep 19, 2022
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Federated and Privacy-Preserving Learning of Accounting Data in Financial Statement Audits

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Aug 26, 2022
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Multi-view Contrastive Self-Supervised Learning of Accounting Data Representations for Downstream Audit Tasks

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Sep 23, 2021
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Learning Sampling in Financial Statement Audits using Vector Quantised Autoencoder Neural Networks

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Aug 06, 2020
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Adversarial Learning of Deepfakes in Accounting

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Oct 09, 2019
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Detection of Accounting Anomalies in the Latent Space using Adversarial Autoencoder Neural Networks

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Aug 02, 2019
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Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks

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Aug 01, 2018
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