Emmanouil Theodosis

According to our database, Emmanouil Theodosis authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Matrix Factorization in Tropical and Mixed Tropical-Linear Algebras.

Ioannis Kordonis, Emmanouil Theodosis, George Retsinas, Petros Maragos

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Learning Linear Groups in Neural Networks.

Emmanouil Theodosis, Karim Helwani, Demba E. Ba

CoRR, 2023

Learning Silhouettes with Group Sparse Autoencoders.

Emmanouil Theodosis, Demba E. Ba

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Learning unfolded networks with a cyclic group structure.

Emmanouil Theodosis, Demba E. Ba

CoRR, 2022

2021

Tropical Geometry and Machine Learning.

Petros Maragos, Vasileios Charisopoulos, Emmanouil Theodosis

Proc. IEEE, 2021

On the convergence of group-sparse autoencoders.

Emmanouil Theodosis, Bahareh Tolooshams, Pranay Tankala, Abiy Tasissa, Demba E. Ba

CoRR, 2021

2020

Dense and Sparse Coding: Theory and Architectures.

Abiy Tasissa, Emmanouil Theodosis, Bahareh Tolooshams, Demba E. Ba

CoRR, 2020

Person Identification Using Deep Convolutional Neural Networks on Short-Term Signals from Wearable Sensors.

George Retsinas, Panayiotis Paraskevas Filntisis, Niki Efthymiou, Emmanouil Theodosis, Athanasia Zlatintsi, Petros Maragos

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multivariate Tropical Regression and Piecewise-Linear Surface Fitting.

Petros Maragos, Emmanouil Theodosis

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Tropical Geometry and Piecewise-Linear Approximation of Curves and Surfaces on Weighted Lattices.

Petros Maragos, Emmanouil Theodosis

CoRR, 2019

Tropical Modeling of Weighted Transducer Algorithms on Graphs.

Emmanouil Theodosis, Petros Maragos

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

An Adaptive Pruning Algorithm for Spoofing Localisation Based on Tropical Geometry.

Emmanouil Theodosis, Petros Maragos

CoRR, 2018

Analysis of the Viterbi Algorithm Using Tropical Algebra and Geometry.

Emmanouil Theodosis, Petros Maragos

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018