Andriy Enttsel

14 papers Misc 1Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Model-Aware Rate-Distortion Limits for Task-Oriented Source Coding.
CoRR
Andriy Enttsel, Vincent Corlay
2025 — conf
Anomaly Detection Via Re-Encoding in Autoencoder-Based Compression for Time Series Monitoring Applications.
EUSIPCO
Andriy Enttsel, Aldo Sean Sartor, Alex Marchioni, Gianluca Setti, Riccardo Rovatti, Mauro Mangia
2025 J jnl
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons.
IEEE Trans. Pattern Anal. Mach. Intell.
Philippe Bich, Andriy Enttsel, Luciano Prono, Alex Marchioni, Fabio Pareschi, Mauro Mangia, Gianluca Setti, Riccardo Rovatti
2025 J jnl
RDD: Pareto Analysis of the Rate-Distortion-Distinguishability Trade-off.
CoRR
Andriy Enttsel, Alex Marchioni, Andrea Zanellini, Mauro Mangia, Gianluca Setti, Riccardo Rovatti
2024 J jnl
A General Framework for the Assessment of Detectors of Anomalies in Time Series.
IEEE Trans. Ind. Informatics
Andriy Enttsel, Silvia Onofri, Alex Marchioni, Mauro Mangia, Gianluca Setti, Riccardo Rovatti
2024 J jnl
Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization.
IEEE Trans. Syst. Man Cybern. Syst.
Alex Marchioni, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
2024 — conf
Anomaly Detection-Reconstruction Trade-Off in Autoencoder-Based Compression.
EUSIPCO
Andriy Enttsel, Alex Marchioni, Livia Manovi, Riccardo Nikpali, Gabriele Ravaglia, Gianluca Setti, Riccardo Rovatti, Mauro Mangia
2024 — conf
Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression.
AICAS
Andriy Enttsel, Alex Marchioni, Gianluca Setti, Mauro Mangia, Riccardo Rovatti
2023 — conf
Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain.
MWSCAS
Silvia Onofri, Andriy Enttsel, Livia Manovi, Alex Marchioni, Salvatore Cognetta, Francesco Corallo, Carlo Ciancarelli, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
2023 Misc conf
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors.
ICASSP
Andriy Enttsel, Filippo Martinini, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
2023 — conf
Structured Pruning in Deep Neural Networks with Trainable Probability Masks.
MWSCAS
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
2022 — conf
Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle.
BioCAS
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
2022 — conf
Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition.
BioCAS
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
2021 J jnl
Anomaly Detection based on Compressed Data: an Information Theoretic Characterization.
CoRR
Alex Marchioni, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Gianluca Setti