Magda Amiridi

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Tensor Factorization

Density Estimation

Gene Expression

Statistical Learning

Top Venues

IEEE Trans. Signal Process.

Publications

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)
Magda Amiridi, Gregory Darnell, Sean Jewell
Latent Temporal Flows for Multivariate Analysis of Wearables Data. MLHC (2022)
Magda Amiridi, Nicholas D. Sidiropoulos
Learning Multivariate CDFs and Copulas using Tensor Factorization. CoRR (2022)
Magda Amiridi, Gregory Darnell, Sean Jewell
Latent Temporal Flows for Multivariate Analysis of Wearables Data. CoRR (2022)
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 (2022)
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
Low-Rank Characteristic Tensor Density Estimation Part I: Foundations. IEEE Trans. Signal Process. 70 (2022)
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
Information-Theoretic Feature Selection via Tensor Decomposition and Submodularity. IEEE Trans. Signal Process. 69 (2021)
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
Low-rank Characteristic Tensor Density Estimation Part II: Compression and Latent Density Estimation. CoRR (2021)
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
Information-theoretic Feature Selection via Tensor Decomposition and Submodularity. CoRR (2020)
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
Nonparametric Multivariate Density Estimation: A Low-Rank Characteristic Function Approach. CoRR (2020)
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
Statistical Learning Using Hierarchical Modeling of Probability Tensors. DSW (2019)
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
From Gene Expression to Drug Response: A Collaborative Filtering Approach. ICASSP (2019)
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
From Gene Expression to Drug Response: A Collaborative Filtering Approach. CoRR (2018)