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Andriy Enttsel

Observed names: A. Enttsel, Enttsel, Andriy
ORCID: 0000-0003-1010-3858
Observed ORCID: 0000-0003-1010-3858
OpenAlex ID: A5063925613
Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization
2023 · Alex Marchioni, Andriy Enttsel, et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 17
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A General Framework for the Assessment of Detectors of Anomalies in Time Series
2024 · Andriy Enttsel, Silvia Onofri, et al. · IEEE Transactions on Industrial Informatics · 6
Model-Aware Rate-Distortion Limits for Task-Oriented Source Coding
2026 · Andriy Enttsel, Vincent Corlay · Proceedings - International Conference on Image Processing · 5
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Enhancing Anomaly Detection with Entropy Regularization in Autoencoder-based Lightweight Compression
2024 · Andriy Enttsel, Alex Marchioni, et al. · IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) · 5
Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain
2023 · Silvia Onofri, Andriy Enttsel, et al. · IEEE International Midwest Symposium on Circuits and Systems (MWSCAS) · 4
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors
2023 · Andriy Enttsel, Filippo Martinini, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 4
Anomaly Detection-Reconstruction Trade-Off in Autoencoder-Based Compression
2024 · Andriy Enttsel, Alex Marchioni, et al. · European Signal Processing Conference (EUSIPCO) · 3
Opportunistic Conditional Entropy Coding with Frozen Analysis and Synthesis Transforms
2026 · Corlay, Vincent, Rousselot, Maxime, et al. · arXiv (Cornell University) · 1
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Goal-Oriented Joint Source–Channel Coding: Distortion–Classification–Power Trade-off
2026 · Andriy Enttsel, Weichen Wang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
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Structured Pruning in Deep Neural Networks with Trainable Probability Masks
2023 · F. Martinini, A. Enttsel, et al. · IEEE International Midwest Symposium on Circuits and Systems (MWSCAS) · 1
Classification-oriented adaptive sensing via posterior sampling
2026 · Enttsel, Andriy, Rousselot, Maxime, et al. · arXiv (Cornell University)
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How Many Posterior Samples? Calibrated Stopping for Adaptive Sensing
2026 · Corlay, Vincent, Enttsel, Andriy · arXiv (Cornell University)
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SVD-Based Typicality Maps for Out-of-Distribution Detection in Vision Transformers
2026 · Sartor, Aldo Sean, Rosa, Leandro de Souza, et al. · arXiv (Cornell University)
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Adaptive Transform Coding for Semantic Compression
2026 · Enttsel, Andriy, Corlay, Vincent · arXiv (Cornell University)
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On-board Telemetry Monitoring in Autonomous Satellites: Challenges and Opportunities
2026 · Capelli, Lorenzo, Rosa, Leandro de Souza, et al. · arXiv (Cornell University)
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An Adapted Compressed Sensing Framework for Vibration-based StructuralHealth Monitoring
2026 · Gabriele Ravaglia, Said Quqa, et al. · SSRN Electronic Journal
RDD: Pareto Analysis of the Rate-Distortion-Distinguishability Trade-off
2025 · Enttsel, Andriy, Marchioni, Alex, et al. · arXiv (Cornell University)
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Anomaly Detection Via Re-Encoding in Autoencoder-Based Compression for Time Series Monitoring Applications
2025 · Andriy Enttsel, Aldo Sean Sartor, et al. · European Signal Processing Conference (EUSIPCO)
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons
2025 · Philippe Bich, Andriy Enttsel, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence
Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle
2022 · Filippo Martinini, Andriy Enttsel, et al. · IEEE Biomedical Circuits and Systems Conference (BioCAS)
Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition
2022 · F. Martinini, A. Enttsel, et al. · IEEE Biomedical Circuits and Systems Conference (BioCAS)
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Works count: 23
Citation count: 47
H-index: 4
I10-index: 1
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