Amir Averbuch

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Tel Aviv University

Deep Gated Canonical Correlation Analysis

Canonical Correlation Analysis (CCA) models can extract informative corr...
10/12/2020 ∙ by Ofir Lindenbaum, et al. ∙ 5 ∙ share

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Directional wavelet packets originating from polynomial splines

The paper presents a versatile library of quasi-analytic complex-valued ...
08/11/2020 ∙ by Amir Averbuch, et al. ∙ 0 ∙ share

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Analytic and directional wavelet packets in the space of periodic signals

The paper presents a versatile library of analytic and quasi-analytic co...
07/02/2019 ∙ by Amir Averbuch, et al. ∙ 0 ∙ share

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Similarity Search Over Graphs Using Localized Spectral Analysis

This paper provides a new similarity detection algorithm. Given an input...
07/11/2017 ∙ by Yariv Aizenbud, et al. ∙ 0 ∙ share

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Incomplete Pivoted QR-based Dimensionality Reduction

High-dimensional big data appears in many research fields such as image ...
07/12/2016 ∙ by Amit Bermanis, et al. ∙ 0 ∙ share

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Multi-View Kernel Consensus For Data Analysis and Signal Processing

The input data features set for many data driven tasks is high-dimension...
06/28/2016 ∙ by Moshe Salhov, et al. ∙ 0 ∙ share

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Gaussian Process Regression for Out-of-Sample Extension

Manifold learning methods are useful for high dimensional data analysis....
03/07/2016 ∙ by Oren Barkan, et al. ∙ 0 ∙ share

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Diffusion Representations

Diffusion Maps framework is a kernel based method for manifold learning ...
11/19/2015 ∙ by Moshe Salhov, et al. ∙ 0 ∙ share

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PCA-Based Out-of-Sample Extension for Dimensionality Reduction

Dimensionality reduction methods are very common in the field of high di...
11/03/2015 ∙ by Yariv Aizenbud, et al. ∙ 0 ∙ share

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MultiView Diffusion Maps

In this study we consider learning a reduced dimensionality representati...
08/23/2015 ∙ by Ofir Lindenbaum, et al. ∙ 0 ∙ share

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Randomized LU decomposition: An Algorithm for Dictionaries Construction

In recent years, distinctive-dictionary construction has gained importan...
02/17/2015 ∙ by Aviv Rotbart, et al. ∙ 0 ∙ share

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Video Segmentation via Diffusion Bases

Identifying moving objects in a video sequence, which is produced by a s...
05/01/2013 ∙ by Dina Dushnik, et al. ∙ 0 ∙ share

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Missing Entries Matrix Approximation and Completion

We describe several algorithms for matrix completion and matrix approxim...
02/27/2013 ∙ by Gil Shabat, et al. ∙ 0 ∙ share

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Amir Averbuch

Featured Co-authors

Guy Wolf

Yuval Kluger

Oren Barkan

Yoel Shkolnisky

Ofir Lindenbaum

Gil Shabat

Moshe Salhov

Yariv Aizenbud

Arie Yeredor

Alon Schclar

Amit Bermanis

Deep Gated Canonical Correlation Analysis

Directional wavelet packets originating from polynomial splines

Analytic and directional wavelet packets in the space of periodic signals

Similarity Search Over Graphs Using Localized Spectral Analysis

Incomplete Pivoted QR-based Dimensionality Reduction

Multi-View Kernel Consensus For Data Analysis and Signal Processing

Gaussian Process Regression for Out-of-Sample Extension

Diffusion Representations

PCA-Based Out-of-Sample Extension for Dimensionality Reduction

MultiView Diffusion Maps

Randomized LU decomposition: An Algorithm for Dictionaries Construction

Video Segmentation via Diffusion Bases

Missing Entries Matrix Approximation and Completion