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Nicholas D. Sidiropoulos

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Revisiting Deep Generalized Canonical Correlation Analysis

Dec 20, 2023
Paris A. Karakasis, Nicholas D. Sidiropoulos

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On High-dimensional and Low-rank Tensor Bandits

May 06, 2023
Chengshuai Shi, Cong Shen, Nicholas D. Sidiropoulos

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Multisubject Task-Related fMRI Data Processing via a Two-Stage Generalized Canonical Correlation Analysis

Oct 16, 2022
Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos, Efrosini Papadaki

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Finding the smallest or largest element of a tensor from its low-rank factors

Oct 16, 2022
Nicholas D. Sidiropoulos, Paris Karakasis, Aritra Konar

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Learning Multivariate CDFs and Copulas using Tensor Factorization

Oct 13, 2022
Magda Amiridi, Nicholas D. Sidiropoulos

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Low-rank Characteristic Tensor Density Estimation Part II: Compression and Latent Density Estimation

Jun 20, 2021
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos

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Probabilistic Simplex Component Analysis

Mar 18, 2021
Ruiyuan Wu, Wing-Kin Ma, Yuening Li, Anthony Man-Cho So, Nicholas D. Sidiropoulos

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eTREE: Learning Tree-structured Embeddings

Dec 20, 2020
Faisal M. Almutairi, Yunlong Wang, Dong Wang, Emily Zhao, Nicholas D. Sidiropoulos

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STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization

Dec 08, 2020
Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos, Cao Xiao, Lucas M. Glass, Jimeng Sun

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GAGE: Geometry Preserving Attributed Graph Embeddings

Nov 03, 2020
Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos

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