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07/23/2023
TabADM: Unsupervised Tabular Anomaly Detection with Diffusion Models
Tables are an abundant form of data with use cases across all scientific...
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06/09/2022
Cross-boosting of WNNM Image Denoising method by Directional Wavelet Packets
The paper presents an image denoising scheme by combining a method that ...
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04/19/2022
Imbalanced Classification via a Tabular Translation GAN
When presented with a binary classification problem where the data exhib...
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01/17/2022
Search and Score-Based Waterfall Auction Optimization
Online advertising is a major source of income for many online companies...
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10/12/2020
Deep Gated Canonical Correlation Analysis
Canonical Correlation Analysis (CCA) models can extract informative corr...
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02/08/2020
Majority Voting and the Condorcet's Jury Theorem
There is a striking relationship between a three hundred years old Polit...
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07/12/2016
Incomplete Pivoted QR-based Dimensionality Reduction
High-dimensional big data appears in many research fields such as image ...
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06/28/2016
Multi-View Kernel Consensus For Data Analysis and Signal Processing
The input data features set for many data driven tasks is high-dimension...
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11/19/2015
Diffusion Representations
Diffusion Maps framework is a kernel based method for manifold learning ...
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08/23/2015