Andriy Enttsel

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Detecting Anomalies

Compressed Data

Top Venues

Publications

Alex Marchioni, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization. IEEE Trans. Syst. Man Cybern. Syst. 54 (1) (2024)
Andriy Enttsel, Alex Marchioni, Gianluca Setti, Mauro Mangia, Riccardo Rovatti
Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression. AICAS (2024)
Silvia Onofri, Andriy Enttsel, Livia Manovi, Alex Marchioni, Salvatore Cognetta, Francesco Corallo, Carlo Ciancarelli, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain. MWSCAS (2023)
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Structured Pruning in Deep Neural Networks with Trainable Probability Masks. MWSCAS (2023)
Andriy Enttsel, Filippo Martinini, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors. ICASSP (2023)
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle. BioCAS (2022)
Filippo Martinini, Andriy Enttsel, Alex Marchioni, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti
Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition. BioCAS (2022)
Alex Marchioni, Andriy Enttsel, Mauro Mangia, Riccardo Rovatti, Gianluca Setti
Anomaly Detection based on Compressed Data: an Information Theoretic Characterization. CoRR (2021)