Andriy Enttsel

According to our database, Andriy Enttsel authored at least 9 papers between 2022 and 2024.

Collaborative distances:

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

2024

A General Framework for the Assessment of Detectors of Anomalies in Time Series.

Andriy Enttsel, Silvia Onofri, Alex Marchioni, Mauro Mangia, Gianluca Setti, Riccardo Rovatti

IEEE Trans. Ind. Informatics, October, 2024

Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization.

Alex Marchioni, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Gianluca Setti

IEEE Trans. Syst. Man Cybern. Syst., January, 2024

Anomaly Detection-Reconstruction Trade-Off in Autoencoder-Based Compression.

Andriy Enttsel, Alex Marchioni, Livia Manovi, Riccardo Nikpali, Gabriele Ravaglia, Gianluca Setti, Riccardo Rovatti, Mauro Mangia

Proceedings of the 32nd European Signal Processing Conference, 2024

Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression.

Andriy Enttsel, Alex Marchioni, Gianluca Setti, Mauro Mangia, Riccardo Rovatti

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain.

Silvia Onofri, Andriy Enttsel, Livia Manovi, Alex Marchioni, Salvatore Cognetta, Francesco Corallo, Carlo Ciancarelli, Mauro Mangia, Riccardo Rovatti, Gianluca Setti

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

Structured Pruning in Deep Neural Networks with Trainable Probability Masks.

Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti

Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors.

Andriy Enttsel, Filippo Martinini, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle.

Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition.

Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022