Andriy Enttsel

According to our database, Andriy Enttsel authored at least 15 papers between 2022 and 2026.

Collaborative distances:

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

2026

Adaptive Transform Coding for Semantic Compression.

Andriy Enttsel, Vincent Corlay

CoRR, April, 2026

On-board Telemetry Monitoring in Autonomous Satellites: Challenges and Opportunities.

Lorenzo Capelli, Leandro de Souza Rosa, Maurizio De Tommasi, Livia Manovi, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Ilaria Pinci, Carlo Ciancarelli, Eleonora Mariotti, Gianluca Furano

CoRR, April, 2026

Model-Aware Rate-Distortion Limits for Task-Oriented Source Coding.

Andriy Enttsel, Vincent Corlay

CoRR, February, 2026

2025

On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons.

Philippe Bich, Andriy Enttsel, Luciano Prono, Alex Marchioni, Fabio Pareschi, Mauro Mangia, Gianluca Setti, Riccardo Rovatti

IEEE Trans. Pattern Anal. Mach. Intell., September, 2025

RDD: Pareto Analysis of the Rate-Distortion-Distinguishability Trade-off.

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

CoRR, September, 2025

Anomaly Detection Via Re-Encoding in Autoencoder-Based Compression for Time Series Monitoring Applications.

Andriy Enttsel, Aldo Sean Sartor, Alex Marchioni, Gianluca Setti, Riccardo Rovatti, Mauro Mangia

Proceedings of the 33rd European Signal Processing Conference, 2025

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