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2020 – today
- 2023
[c4]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
- [j3]Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Low-Rank Characteristic Tensor Density Estimation Part I: Foundations. IEEE Trans. Signal Process. 70: 2654-2668 (2022) - [j2]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) - [c3]Magda Amiridi, Gregory Darnell, Sean Jewell:
Latent Temporal Flows for Multivariate Analysis of Wearables Data. MLHC 2022: 249-269 - [i6]Magda Amiridi, Nicholas D. Sidiropoulos:
Learning Multivariate CDFs and Copulas using Tensor Factorization. CoRR abs/2210.07132 (2022) - [i5]Magda Amiridi, Gregory Darnell, Sean Jewell:
Latent Temporal Flows for Multivariate Analysis of Wearables Data. CoRR abs/2210.07475 (2022) - 2021
- [j1]Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Information-Theoretic Feature Selection via Tensor Decomposition and Submodularity. IEEE Trans. Signal Process. 69: 6195-6205 (2021) - [i4]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
- [i3]Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Nonparametric Multivariate Density Estimation: A Low-Rank Characteristic Function Approach. CoRR abs/2008.12315 (2020) - [i2]Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Information-theoretic Feature Selection via Tensor Decomposition and Submodularity. CoRR abs/2010.16181 (2020)
2010 – 2019
- 2019
- [c2]Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos:
Statistical Learning Using Hierarchical Modeling of Probability Tensors. DSW 2019: 290-294 - [c1]Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad:
From Gene Expression to Drug Response: A Collaborative Filtering Approach. ICASSP 2019: 7465-7469 - 2018
- [i1]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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