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Nicholas D. Sidiropoulos

◀ ▶ joint publications with Magda Amiridi

> Home > Persons > Nicholas D. Sidiropoulos

Publications

2023
[c169]
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  - conf/icassp/AmiridiQSG23
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Magda Amiridi, Cheng Qian, Nicholas D. Sidiropoulos, Lucas M. Glass:
Enrollment Rate Prediction in Clinical Trials based on CDF Sketching and Tensor Factorization tools. ICASSP 2023: 1-5
2022
[j148]
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  - journals/tsp/AmiridiKS22
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Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Low-Rank Characteristic Tensor Density Estimation Part I: Foundations. IEEE Trans. Signal Process. 70: 2654-2668 (2022)
[j147]
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Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Low-Rank Characteristic Tensor Density Estimation Part II: Compression and Latent Density Estimation. IEEE Trans. Signal Process. 70: 2669-2680 (2022)
[i51]
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  - journals/corr/abs-2210-07132
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Magda Amiridi, Nicholas D. Sidiropoulos:
Learning Multivariate CDFs and Copulas using Tensor Factorization. CoRR abs/2210.07132 (2022)
2021
[j139]
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Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Information-Theoretic Feature Selection via Tensor Decomposition and Submodularity. IEEE Trans. Signal Process. 69: 6195-6205 (2021)
[i47]
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  - journals/corr/abs-2106-10591
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Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Low-rank Characteristic Tensor Density Estimation Part II: Compression and Latent Density Estimation. CoRR abs/2106.10591 (2021)
2020
[i41]
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  - journals/corr/abs-2008-12315
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Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Nonparametric Multivariate Density Estimation: A Low-Rank Characteristic Function Approach. CoRR abs/2008.12315 (2020)
[i38]
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  - journals/corr/abs-2010-16181
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Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Information-theoretic Feature Selection via Tensor Decomposition and Submodularity. CoRR abs/2010.16181 (2020)
2019
[c134]
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  - conf/dsw/AmiridiKS19
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Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Statistical Learning Using Hierarchical Modeling of Probability Tensors. DSW 2019: 290-294
[c128]
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  - conf/icassp/0001SAE19
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Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad:
From Gene Expression to Drug Response: A Collaborative Filtering Approach. ICASSP 2019: 7465-7469
2018
[i20]
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  - journals/corr/abs-1810-12758
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Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad:
From Gene Expression to Drug Response: A Collaborative Filtering Approach. CoRR abs/1810.12758 (2018)

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